to predict costs
State your conclusions
Use only Ordinary Least Sum Regression (lm) and Classification Regression Tree (rpart) models; do not use caret in Problem 1
# Do not change the code in this chunk!
healthcare <- read_csv('healthcare.csv')
library(tidyverse)
library(dplyr)
library(broom)
glimpse(healthcare)
Observations: 1,338
Variables: 8
$ age_yrs <dbl> 18, 43, 62, 49, 46, 63, 41, 55, 52, 25, 62, 48, 19,…
$ gender <chr> "female", "female", "male", "female", "male", "male…
$ body_mass <dbl> 42.240, 30.685, 37.400, 23.180, 40.375, 36.765, 33.…
$ no_children <dbl> 0, 2, 0, 2, 2, 0, 3, 2, 0, 0, 0, 0, 1, 5, 2, 0, 1, …
$ smoker <chr> "yes", "no", "no", "no", "no", "no", "no", "no", "n…
$ region <chr> "southeast", "northwest", "southwest", "northwest",…
$ prev_balance <dbl> -17938.42104, 195.25679, -4272.92335, 1480.08209, -…
$ costs <dbl> 38792.686, 8310.839, 12979.358, 10156.783, 8733.229…
###Here are the list of Variables in the data set Healthcare
Describe give us the general discription of our variable, min max, mean, range. It is good to use these function to understand our data during the data explorations.
library(psych)
Attaching package: 'psych'
The following objects are masked from 'package:ggplot2':
%+%, alpha
describe(healthcare)
Warning in describe(healthcare): NAs introduced by coercion
Warning in describe(healthcare): NAs introduced by coercion
Warning in describe(healthcare): NAs introduced by coercion
Warning in FUN(newX[, i], ...): no non-missing arguments to min; returning
Inf
Warning in FUN(newX[, i], ...): no non-missing arguments to min; returning
Inf
Warning in FUN(newX[, i], ...): no non-missing arguments to min; returning
Inf
Warning in FUN(newX[, i], ...): no non-missing arguments to max; returning
-Inf
Warning in FUN(newX[, i], ...): no non-missing arguments to max; returning
-Inf
Warning in FUN(newX[, i], ...): no non-missing arguments to max; returning
-Inf
vars n mean sd median trimmed mad
age_yrs 1 1338 39.21 14.05 39.00 39.01 17.79
gender* 2 1338 NaN NA NA NaN NA
body_mass 3 1338 30.66 6.10 30.40 30.50 6.20
no_children 4 1338 1.09 1.21 1.00 0.94 1.48
smoker* 5 1338 NaN NA NA NaN NA
region* 6 1338 NaN NA NA NaN NA
prev_balance 7 1338 136.09 4600.38 -13.35 40.42 2079.79
costs 8 1338 13270.42 12110.01 9382.03 11076.02 7440.81
min max range skew kurtosis se
age_yrs 18.00 64.00 46.00 0.06 -1.25 0.38
gender* Inf -Inf -Inf NA NA NA
body_mass 15.96 53.13 37.17 0.28 -0.06 0.17
no_children 0.00 5.00 5.00 0.94 0.19 0.03
smoker* Inf -Inf -Inf NA NA NA
region* Inf -Inf -Inf NA NA NA
prev_balance -27607.54 30313.76 57921.30 0.60 9.07 125.77
costs 1121.87 63770.43 62648.55 1.51 1.59 331.07
summary(healthcare)
age_yrs gender body_mass no_children
Min. :18.00 Length:1338 Min. :15.96 Min. :0.000
1st Qu.:27.00 Class :character 1st Qu.:26.30 1st Qu.:0.000
Median :39.00 Mode :character Median :30.40 Median :1.000
Mean :39.21 Mean :30.66 Mean :1.095
3rd Qu.:51.00 3rd Qu.:34.69 3rd Qu.:2.000
Max. :64.00 Max. :53.13 Max. :5.000
smoker region prev_balance costs
Length:1338 Length:1338 Min. :-27607.54 Min. : 1122
Class :character Class :character 1st Qu.: -1340.00 1st Qu.: 4740
Mode :character Mode :character Median : -13.35 Median : 9382
Mean : 136.09 Mean :13270
3rd Qu.: 1427.87 3rd Qu.:16640
Max. : 30313.76 Max. :63770
# Load the dplyr package
library(dplyr)
# Convert the healthcare data.frame into a tbl
healthcare1 <- as_tibble(healthcare)
# Display the healthcare tbl
head(healthcare)
# A tibble: 6 x 8
age_yrs gender body_mass no_children smoker region prev_balance costs
<dbl> <chr> <dbl> <dbl> <chr> <chr> <dbl> <dbl>
1 18 female 42.2 0 yes southeast -17938. 38793.
2 43 female 30.7 2 no northwest 195. 8311.
3 62 male 37.4 0 no southwest -4273. 12979.
4 49 female 23.2 2 no northwest 1480. 10157.
5 46 male 40.4 2 no northwest -671. 8733.
6 63 male 36.8 0 no northeast 5672. 13982.
# Create the object carriers
finalcosts <- healthcare1$costs
# Add the new variable prev_balance+costs to a copy of healthcare and save the result as g1.
g1 <- mutate(healthcare, finalcosts = costs + prev_balance)
glimpse(g1)
Observations: 1,338
Variables: 9
$ age_yrs <dbl> 18, 43, 62, 49, 46, 63, 41, 55, 52, 25, 62, 48, 19,…
$ gender <chr> "female", "female", "male", "female", "male", "male…
$ body_mass <dbl> 42.240, 30.685, 37.400, 23.180, 40.375, 36.765, 33.…
$ no_children <dbl> 0, 2, 0, 2, 2, 0, 3, 2, 0, 0, 0, 0, 1, 5, 2, 0, 1, …
$ smoker <chr> "yes", "no", "no", "no", "no", "no", "no", "no", "n…
$ region <chr> "southeast", "northwest", "southwest", "northwest",…
$ prev_balance <dbl> -17938.42104, 195.25679, -4272.92335, 1480.08209, -…
$ costs <dbl> 38792.686, 8310.839, 12979.358, 10156.783, 8733.229…
$ finalcosts <dbl> 20854.265, 8506.096, 8706.435, 11636.865, 8061.978,…
ggplot(data= g1, aes(x= body_mass, y = finalcosts, col=factor(smoker))) + geom_point() + geom_smooth(method = "lm", se = FALSE)
# Print out a tbl with the four columns of healthcare related to most signicant data
mostsign<-select(healthcare, body_mass, age_yrs, smoker, no_children, costs)
head(mostsign)
# A tibble: 6 x 5
body_mass age_yrs smoker no_children costs
<dbl> <dbl> <chr> <dbl> <dbl>
1 42.2 18 yes 0 38793.
2 30.7 43 no 2 8311.
3 37.4 62 no 0 12979.
4 23.2 49 no 2 10157.
5 40.4 46 no 2 8733.
6 36.8 63 no 0 13982.
arrangecosts<-arrange(healthcare, costs, body_mass, prev_balance, no_children)
arrangecosts
# A tibble: 1,338 x 8
age_yrs gender body_mass no_children smoker region prev_balance costs
<dbl> <chr> <dbl> <dbl> <chr> <chr> <dbl> <dbl>
1 18 male 23.2 0 no southeast -2.27 1122.
2 18 male 30.1 0 no southeast -247. 1132.
3 18 male 33.3 0 no southeast -19.9 1136.
4 18 male 33.7 0 no southeast 392. 1136.
5 18 male 34.1 0 no southeast 209. 1137.
6 18 male 34.4 0 no southeast 53.5 1137.
7 18 male 37.3 0 no southeast -175. 1141.
8 18 male 41.1 0 no southeast 253. 1147.
9 18 male 43.0 0 no southeast -419. 1149.
10 18 male 53.1 0 no southeast -22.1 1163.
# … with 1,328 more rows
# in arrange: lowest costs column shows males and no smokers with medium body mass, southeast with no children pay less healthcare cost
#people paying most healthcare costs are mostly smokers, have negative prev_balances and mostly females 4-3 or 0 children live in southwest, northeast, southeast
mdl3 <- lm(costs ~. -prev_balance , data = healthcare)
summary(mdl3)
Call:
lm(formula = costs ~ . - prev_balance, data = healthcare)
Residuals:
Min 1Q Median 3Q Max
-11304.9 -2848.1 -982.1 1393.9 29992.8
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -11938.5 987.8 -12.086 < 2e-16 ***
age_yrs 256.9 11.9 21.587 < 2e-16 ***
gendermale -131.3 332.9 -0.394 0.693348
body_mass 339.2 28.6 11.860 < 2e-16 ***
no_children 475.5 137.8 3.451 0.000577 ***
smokeryes 23848.5 413.1 57.723 < 2e-16 ***
regionnorthwest -353.0 476.3 -0.741 0.458769
regionsoutheast -1035.0 478.7 -2.162 0.030782 *
regionsouthwest -960.0 477.9 -2.009 0.044765 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6062 on 1329 degrees of freedom
Multiple R-squared: 0.7509, Adjusted R-squared: 0.7494
F-statistic: 500.8 on 8 and 1329 DF, p-value: < 2.2e-16
Std. Error is the standard deviation of the sampling distribution of the estimate of the coefficient under the linear regression model assumptions. Since we did not normalize the coefficient we can not use the std. error from this summary. The Standard error is an estimate of the variance of the strength of the effect, or the strength of the relationship between each causal variable and the predicted variable. If it’s high, then the effect size will have to be stronger for us to be able to be sure that it’s a real effect, and not just an artefact of randomness.
The F statistic on the last line is telling you whether the regression as a whole is performing ‘better than random’ - any set of random predictors will have some relationship with the response, so it’s seeing whether your model fits better than you’d expect if all your predictors had no relationship with the response (beyond what would be explained by that randomness). This is used for a test of whether the model outperforms ‘noise’ as a predictor. The p-value in the last row is the p-value for that test, essentially comparing the full model you fitted with an intercept-only model.
mdl <- lm(costs ~ ., data = healthcare)
summary(mdl)
Call:
lm(formula = costs ~ ., data = healthcare)
Residuals:
Min 1Q Median 3Q Max
-11671 -2862 -1018 1393 29499
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.187e+04 9.870e+02 -12.023 < 2e-16 ***
age_yrs 2.551e+02 1.191e+01 21.424 < 2e-16 ***
gendermale -8.097e+01 3.333e+02 -0.243 0.808079
body_mass 3.384e+02 2.856e+01 11.847 < 2e-16 ***
no_children 4.722e+02 1.376e+02 3.431 0.000619 ***
smokeryes 2.383e+04 4.127e+02 57.747 < 2e-16 ***
regionnorthwest -3.655e+02 4.756e+02 -0.769 0.442292
regionsoutheast -1.030e+03 4.780e+02 -2.154 0.031410 *
regionsouthwest -9.838e+02 4.774e+02 -2.061 0.039518 *
prev_balance 7.932e-02 3.619e-02 2.192 0.028539 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6053 on 1328 degrees of freedom
Multiple R-squared: 0.7518, Adjusted R-squared: 0.7501
F-statistic: 447 on 9 and 1328 DF, p-value: < 2.2e-16
ggplot(data= healthcare, aes(X=cut(prev_balance, breaks = 15), y = costs)) + geom_boxplot()
# non linear graph that is evenly distributed
ggplot(data= healthcare, aes(x= age_yrs, y = costs)) + geom_point() + geom_smooth(method = "lm", se = FALSE)
###This looks like there are colinearity with increase healthcare cost with increase in age.
ggplot(healthcare,aes(x=age_yrs)) + geom_histogram(bins=100,alpha=0.5,fill='blue')
###Here is a histogram of the number of peoples from 10-70 ages in the patient population. It look like there is an increase number of patients at age 10 years old. the rest of the histogram levels out.
ggplot(healthcare,aes(x=body_mass)) + geom_histogram(bins=100,alpha=0.5,fill='blue')
###This histogram shows a bell curve distribution of the patient population’s body mass index. The average body mass index is around 30 BMI. We have a few outlier patients with a BMI out in the 50 range and the minimum body mas is around 18 BMI. Otherwise the BMI has a normal distribution.
ggplot(healthcare,aes(x=costs)) + geom_histogram(bins=100,alpha=0.5,fill='blue')
##Looks like most people are paying around less then 5,000 in healthcare cost. There are a few outliers that pay a lot more.
ggplot(healthcare,aes(x=prev_balance)) + geom_histogram(bins=100,alpha=0.5,fill='blue')
##This is very similar to boxplot done earlier showing a normal distribution.
ggplot(healthcare,aes(x=no_children)) + geom_histogram(bins=20,alpha=0.5,fill='blue')
###Looks like there are more people paying for health care in this data set who have no children or between 0-2 kids in this data set. Maybe more people are single not married yet.
ggplot(healthcare) + geom_boxplot(aes(x= factor(region), y =costs))
#region is similar except the southeast show that the cost of healthcare is higher.
ggplot(data= healthcare, aes(x= body_mass, y = costs, color = factor(gender))) + geom_point(aes(shape=factor(region))) + geom_smooth(method = "lm", se = FALSE)
#more body mass means your costs goes us as the bodymass increase
ggplot(data= healthcare, aes(x= no_children, y = costs, color = factor(gender))) + geom_point(aes(shape=factor(region)), size=2) + geom_smooth(method = "lm", se = FALSE)
#it is possible people large children incure less cost but htis is not strong.
ggplot(data= healthcare, aes(x= age_yrs, y = costs, color=factor(gender)) )+ geom_point(aes(shape=factor(region))) + geom_smooth(method = "lm", se = FALSE)
###There is a correlation with age increaseing with cost and males pay more than females at the parallel rate.
pl <-ggplot(healthcare,aes(x=body_mass, y=costs))
pl2 <- pl+ geom_point(aes(color=no_children),size=2)
pl3 <- pl2 + scale_color_gradient(low='blue',high='red')
print(pl3)
###1.It looks like body mass increase as people pay more. 2.It seems hard to tell about how the number of children effect cost.
3.It seems like the blue=0 children are the ones at the bottom of the graph indicating people with zero children pay less cost for healthcare.
ggplot(data= healthcare, aes(x= prev_balance, y = costs, color = factor(gender))) + geom_point()
#doesn't look like there is a correlation
ggplot(data= healthcare, aes(x= body_mass, y = costs, color = factor(gender))) + geom_point() + geom_smooth(method = "lm", se = FALSE)
health_sum = summary(mdl)
health_sum
Call:
lm(formula = costs ~ ., data = healthcare)
Residuals:
Min 1Q Median 3Q Max
-11671 -2862 -1018 1393 29499
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.187e+04 9.870e+02 -12.023 < 2e-16 ***
age_yrs 2.551e+02 1.191e+01 21.424 < 2e-16 ***
gendermale -8.097e+01 3.333e+02 -0.243 0.808079
body_mass 3.384e+02 2.856e+01 11.847 < 2e-16 ***
no_children 4.722e+02 1.376e+02 3.431 0.000619 ***
smokeryes 2.383e+04 4.127e+02 57.747 < 2e-16 ***
regionnorthwest -3.655e+02 4.756e+02 -0.769 0.442292
regionsoutheast -1.030e+03 4.780e+02 -2.154 0.031410 *
regionsouthwest -9.838e+02 4.774e+02 -2.061 0.039518 *
prev_balance 7.932e-02 3.619e-02 2.192 0.028539 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6053 on 1328 degrees of freedom
Multiple R-squared: 0.7518, Adjusted R-squared: 0.7501
F-statistic: 447 on 9 and 1328 DF, p-value: < 2.2e-16
ggplot(data= healthcare, aes(x= age_yrs, y = costs, color = factor(gender))) + geom_point() + geom_smooth(method = "lm", se = FALSE)
health_sum = summary(mdl)
health_sum
Call:
lm(formula = costs ~ ., data = healthcare)
Residuals:
Min 1Q Median 3Q Max
-11671 -2862 -1018 1393 29499
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.187e+04 9.870e+02 -12.023 < 2e-16 ***
age_yrs 2.551e+02 1.191e+01 21.424 < 2e-16 ***
gendermale -8.097e+01 3.333e+02 -0.243 0.808079
body_mass 3.384e+02 2.856e+01 11.847 < 2e-16 ***
no_children 4.722e+02 1.376e+02 3.431 0.000619 ***
smokeryes 2.383e+04 4.127e+02 57.747 < 2e-16 ***
regionnorthwest -3.655e+02 4.756e+02 -0.769 0.442292
regionsoutheast -1.030e+03 4.780e+02 -2.154 0.031410 *
regionsouthwest -9.838e+02 4.774e+02 -2.061 0.039518 *
prev_balance 7.932e-02 3.619e-02 2.192 0.028539 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6053 on 1328 degrees of freedom
Multiple R-squared: 0.7518, Adjusted R-squared: 0.7501
F-statistic: 447 on 9 and 1328 DF, p-value: < 2.2e-16
Another similar graph with coloring the gender. There seems to be not much differene between male and female.
health_sum = summary(mdl)
health_sum
Call:
lm(formula = costs ~ ., data = healthcare)
Residuals:
Min 1Q Median 3Q Max
-11671 -2862 -1018 1393 29499
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.187e+04 9.870e+02 -12.023 < 2e-16 ***
age_yrs 2.551e+02 1.191e+01 21.424 < 2e-16 ***
gendermale -8.097e+01 3.333e+02 -0.243 0.808079
body_mass 3.384e+02 2.856e+01 11.847 < 2e-16 ***
no_children 4.722e+02 1.376e+02 3.431 0.000619 ***
smokeryes 2.383e+04 4.127e+02 57.747 < 2e-16 ***
regionnorthwest -3.655e+02 4.756e+02 -0.769 0.442292
regionsoutheast -1.030e+03 4.780e+02 -2.154 0.031410 *
regionsouthwest -9.838e+02 4.774e+02 -2.061 0.039518 *
prev_balance 7.932e-02 3.619e-02 2.192 0.028539 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6053 on 1328 degrees of freedom
Multiple R-squared: 0.7518, Adjusted R-squared: 0.7501
F-statistic: 447 on 9 and 1328 DF, p-value: < 2.2e-16
This model with cost and body mass is more correlated with R^2 0.75 and pvalue = 2.2e-16
# bodymass model
modelpract <- lm(costs ~ . -gender, healthcare )
summary(modelpract)
Call:
lm(formula = costs ~ . - gender, data = healthcare)
Residuals:
Min 1Q Median 3Q Max
-11713 -2822 -1009 1415 29460
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.190e+04 9.782e+02 -12.162 < 2e-16 ***
age_yrs 2.552e+02 1.190e+01 21.441 < 2e-16 ***
body_mass 3.380e+02 2.852e+01 11.853 < 2e-16 ***
no_children 4.716e+02 1.375e+02 3.429 0.000625 ***
smokeryes 2.382e+04 4.113e+02 57.918 < 2e-16 ***
regionnorthwest -3.652e+02 4.755e+02 -0.768 0.442607
regionsoutheast -1.029e+03 4.778e+02 -2.154 0.031422 *
regionsouthwest -9.835e+02 4.772e+02 -2.061 0.039495 *
prev_balance 7.993e-02 3.609e-02 2.215 0.026930 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6051 on 1329 degrees of freedom
Multiple R-squared: 0.7518, Adjusted R-squared: 0.7503
F-statistic: 503.2 on 8 and 1329 DF, p-value: < 2.2e-16
coef(modelpract)
(Intercept) age_yrs body_mass no_children
-1.189732e+04 2.551808e+02 3.380214e+02 4.715901e+02
smokeryes regionnorthwest regionsoutheast regionsouthwest
2.382201e+04 -3.651658e+02 -1.029253e+03 -9.835277e+02
prev_balance
7.993046e-02
This linear regression model is similar to the above model with the same p value and R^2 value
# bodymass model
mod <- lm(costs ~ body_mass, data = healthcare )
summary(mod)
Call:
lm(formula = costs ~ body_mass, data = healthcare)
Residuals:
Min 1Q Median 3Q Max
-20956 -8118 -3757 4722 49442
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 1192.94 1664.80 0.717 0.474
body_mass 393.87 53.25 7.397 2.46e-13 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 11870 on 1336 degrees of freedom
Multiple R-squared: 0.03934, Adjusted R-squared: 0.03862
F-statistic: 54.71 on 1 and 1336 DF, p-value: 2.459e-13
coef(mod)
(Intercept) body_mass
1192.937 393.873
mean(residuals(mod))
[1] 3.247255e-13
Each data point has one residual. Residual = Observed value - Predicted value. e = y - ŷ Both the sum and the mean of the residuals are equal to zero.
mean(residuals(modelpract))
[1] -3.604531e-13
mean(residuals(mdl))
[1] 8.068417e-14
sqrt(sum(residuals(mod)^2)/df.residual(mod))
[1] 11873.86
sqrt(sum(residuals(mdl)^2)/df.residual(mdl))
[1] 6053.441
When the RMSE is spread out and data has higher rmse we have a poor model fit prediction Lower rmse closer strong fitted and acual value.
sqrt(sum(residuals(modelpract)^2)/df.residual(modelpract))
[1] 6051.298
library(caTools)
#set ad seed
set.seed(101)
#split up samples
sample<- sample.split(healthcare$costs, SplitRatio = 0.7)
#70% of data ->train
train<- subset(healthcare,sample == TRUE)
#30% will be test
test <- subset(healthcare, sample == FALSE)
#model of building linear regression model in R and train
healthmodel <- lm(costs~., train) # all features
healthmodel2 <- lm(costs ~ .-prev_balance -gender -region, train )
print(summary(healthmodel))
Call:
lm(formula = costs ~ ., data = train)
Residuals:
Min 1Q Median 3Q Max
-11416.1 -2930.5 -945.5 1726.7 29501.6
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.209e+04 1.161e+03 -10.412 <2e-16 ***
age_yrs 2.555e+02 1.429e+01 17.878 <2e-16 ***
gendermale -3.309e+02 4.002e+02 -0.827 0.4086
body_mass 3.541e+02 3.406e+01 10.395 <2e-16 ***
no_children 4.335e+02 1.673e+02 2.592 0.0097 **
smokeryes 2.395e+04 4.908e+02 48.803 <2e-16 ***
regionnorthwest -5.379e+02 5.782e+02 -0.930 0.3524
regionsoutheast -1.002e+03 5.816e+02 -1.723 0.0853 .
regionsouthwest -1.222e+03 5.700e+02 -2.144 0.0323 *
prev_balance 5.198e-02 4.160e-02 1.249 0.2118
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6079 on 926 degrees of freedom
Multiple R-squared: 0.7603, Adjusted R-squared: 0.758
F-statistic: 326.4 on 9 and 926 DF, p-value: < 2.2e-16
print(summary(healthmodel2))
Call:
lm(formula = costs ~ . - prev_balance - gender - region, data = train)
Residuals:
Min 1Q Median 3Q Max
-11932 -2903 -865 1625 29288
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -12570.02 1106.27 -11.362 <2e-16 ***
age_yrs 257.87 14.25 18.093 <2e-16 ***
body_mass 338.76 32.41 10.454 <2e-16 ***
no_children 420.24 167.02 2.516 0.012 *
smokeryes 23985.57 487.42 49.209 <2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6087 on 931 degrees of freedom
Multiple R-squared: 0.7584, Adjusted R-squared: 0.7573
F-statistic: 730.5 on 4 and 931 DF, p-value: < 2.2e-16
In a non practice enviromnent you would not set the seed for training/test set.
library(ggplot2)
library(broom)
#graph a model for residual test
res_model <- lm(costs ~ ., healthcare)
#get observ level info
model_observe <- augment(res_model)
#see the result
model_observe
# A tibble: 1,338 x 15
costs age_yrs gender body_mass no_children smoker region prev_balance
<dbl> <dbl> <chr> <dbl> <dbl> <chr> <chr> <dbl>
1 38793. 18 female 42.2 0 yes south… -17938.
2 8311. 43 female 30.7 2 no north… 195.
3 12979. 62 male 37.4 0 no south… -4273.
4 10157. 49 female 23.2 2 no north… 1480.
5 8733. 46 male 40.4 2 no north… -671.
6 13982. 63 male 36.8 0 no north… 5672.
7 8538. 41 female 33.2 3 no north… -654.
8 12269. 55 female 32.8 2 no north… -2324.
9 9635. 52 female 37.4 0 no south… 1238.
10 2138. 25 male 25.7 0 no south… 522.
# … with 1,328 more rows, and 7 more variables: .fitted <dbl>,
# .se.fit <dbl>, .resid <dbl>, .hat <dbl>, .sigma <dbl>, .cooksd <dbl>,
# .std.resid <dbl>
#using model_observe draw scatter plot of residual vs fitted values
ggplot(model_observe, aes(x=.fitted, y=.resid))+
geom_point()
###Looks like the residuals are not distribued randomly. There is some weird pattern and the correlation not accounted for . So this might be a bad example of a residual distribution. Maybe linear regression is not the best model for this data set to predict the cost of healthcare.
library(ggplot2)
library(broom)
#graph a model for residual test
#res_model <- augment(lm(costs ~ ., healthcare ))
#get observ level info
#model_observe <- augment(res_model)
#see the result
model_observe
# A tibble: 1,338 x 15
costs age_yrs gender body_mass no_children smoker region prev_balance
<dbl> <dbl> <chr> <dbl> <dbl> <chr> <chr> <dbl>
1 38793. 18 female 42.2 0 yes south… -17938.
2 8311. 43 female 30.7 2 no north… 195.
3 12979. 62 male 37.4 0 no south… -4273.
4 10157. 49 female 23.2 2 no north… 1480.
5 8733. 46 male 40.4 2 no north… -671.
6 13982. 63 male 36.8 0 no north… 5672.
7 8538. 41 female 33.2 3 no north… -654.
8 12269. 55 female 32.8 2 no north… -2324.
9 9635. 52 female 37.4 0 no south… 1238.
10 2138. 25 male 25.7 0 no south… 522.
# … with 1,328 more rows, and 7 more variables: .fitted <dbl>,
# .se.fit <dbl>, .resid <dbl>, .hat <dbl>, .sigma <dbl>, .cooksd <dbl>,
# .std.resid <dbl>
#using model_observe draw scatter plot of residual vs fitted values
ggplot(model_observe, aes(x=.fitted, y=.resid))+
geom_point()+ geom_hline(yintercept = 0)
library(tidyverse)
# This plot is shown
p <- ggplot(healthcare, aes(x = body_mass, y = costs)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE)
# Filter to remove the outlier
healthcareoutlier <- healthcare %>%
filter( body_mass < 30)
p +
# Add another smooth lin .reg. layer, no ribbon,
# hypdata_no_outlier data, colored red
geom_smooth(
method = "lm", se = FALSE,
data = healthcareoutlier, color = "red"
)
#how many rows are in the data
n <- nrow(healthcare)
n
[1] 1338
#rows
nrow(healthcare)
[1] 1338
#calculate 80% of the rows
n_train <- round(0.80 * n)
n_train
[1] 1070
set.seed(123)
#create an index that is 80% of the data
train_ind <- sample(1:n, n_train)
#seperate the trian protion
health_train <- healthcare[train_ind,]
#see if it worked but counting
#using the "-" sign seperate the test portion
health_test <- healthcare[-train_ind,]
nrow(health_test)
[1] 268
#add them together to see if it worked
nrow(health_test) + nrow(health_train)
[1] 1338
confirmed the test train split worked
costs.predictions <- predict(mdl, health_train)
results <- c(costs.predictions, health_test$costs)
results
1 2 3 4 5 6
7857.80654 25155.68215 12265.70836 7175.19469 4176.87015 8634.95989
7 8 9 10 11 12
9915.09663 33727.54665 6194.82018 12158.22323 3605.16115 12877.22841
13 14 15 16 17 18
5487.32024 6366.70236 31000.56838 16611.12040 33924.23979 13542.37650
19 20 21 22 23 24
28592.21594 3516.36839 -1144.96971 34498.62113 33629.79539 29790.84729
25 26 27 28 29 30
10047.40619 5435.19171 11712.74324 6947.76261 12249.08239 6053.50888
31 32 33 34 35 36
35596.88092 4007.25585 4605.70660 34230.32059 31220.31122 33633.17190
37 38 39 40 41 42
30212.14297 10305.26780 11817.28848 35799.24565 4776.90488 3881.51717
43 44 45 46 47 48
26218.58256 7923.20448 10883.08986 5458.49431 5347.22878 26426.79788
49 50 51 52 53 54
8668.73697 7844.45408 10640.64153 10858.94829 41292.71162 5957.16891
55 56 57 58 59 60
1877.68390 3914.29906 13897.32009 31100.97726 22860.84127 15754.77359
61 62 63 64 65 66
14012.92494 5546.92518 8121.50719 8949.21261 14019.10917 9630.26910
67 68 69 70 71 72
17098.33083 13774.94004 8618.89831 28502.74877 3684.80106 39005.45721
73 74 75 76 77 78
10518.82957 28395.07743 12497.04194 1988.95906 5606.05544 4456.10104
79 80 81 82 83 84
39310.64496 6661.23822 2837.80891 1899.55359 31560.65859 5382.13551
85 86 87 88 89 90
29258.31369 8210.81214 13655.34178 13249.60818 15168.95500 12236.21210
91 92 93 94 95 96
38668.17832 28282.96715 5443.89880 3035.44714 7147.58833 13044.12250
97 98 99 100 101 102
9696.00811 9003.54269 1814.70665 15051.95970 10215.78199 35589.85974
103 104 105 106 107 108
10441.15156 32124.10086 11695.92888 2403.09129 4497.29261 10653.78036
109 110 111 112 113 114
33979.85781 8005.23456 11167.54145 14627.05343 17195.83092 10514.61670
115 116 117 118 119 120
35240.11073 4331.98518 11412.36877 8765.86907 3118.30871 8570.62576
121 122 123 124 125 126
13227.27116 12165.59463 3395.22574 6355.89205 11076.94912 14782.64083
127 128 129 130 131 132
1993.81470 4393.84703 12394.48738 74.09649 9697.64273 37082.32562
133 134 135 136 137 138
14434.45783 36107.07037 14935.60653 30831.83248 11703.46089 10282.47315
139 140 141 142 143 144
12004.40482 16768.66340 14444.80815 6263.69901 6566.19998 7810.77861
145 146 147 148 149 150
8654.89551 2199.29081 34879.63399 2551.73831 3705.27558 3412.36002
151 152 153 154 155 156
15928.63967 12522.78642 404.29404 12532.22105 2724.72219 5519.80667
157 158 159 160 161 162
37167.64018 13038.44078 927.38904 8516.75395 11437.30736 9050.99741
163 164 165 166 167 168
11552.04579 12863.00133 11837.27624 17091.71655 9480.10276 2758.33798
169 170 171 172 173 174
11931.91041 13802.06920 9414.08585 9595.14149 10483.73897 224.05557
175 176 177 178 179 180
9899.38842 4084.97619 12849.23709 10575.71981 5402.58355 30846.45887
181 182 183 184 185 186
17005.46352 11680.69738 13232.49764 11011.72499 4780.56017 38140.39914
187 188 189 190 191 192
8964.05500 9708.87057 24280.41545 32742.51065 14546.18490 7924.79694
193 194 195 196 197 198
32825.66912 8435.40721 11098.01726 14983.35327 38452.87173 5488.11617
199 200 201 202 203 204
26073.54193 184.15839 8829.70722 8676.58285 7565.80309 27209.40163
205 206 207 208 209 210
33152.60180 3679.58658 2891.10808 8806.61191 13850.31901 7062.82644
211 212 213 214 215 216
15684.04085 13278.76559 11213.73175 4285.01088 13392.11370 31123.71560
217 218 219 220 221 222
4449.33707 4022.10702 5302.02769 28627.41497 13361.52660 27165.01534
223 224 225 226 227 228
7257.54822 28298.23576 32375.82662 33488.57371 13053.15533 14770.63770
229 230 231 232 233 234
29302.02886 17304.84782 -101.77548 7678.26114 32162.50933 8877.97854
235 236 237 238 239 240
7764.66227 2505.83761 9757.07814 1825.00469 1206.60628 15901.91207
241 242 243 244 245 246
10296.50918 28727.28290 5881.48497 436.88431 32440.77471 3107.04258
247 248 249 250 251 252
28305.93121 4269.48934 15148.43300 34722.62545 9841.91887 23262.74619
253 254 255 256 257 258
6306.33614 31015.88824 5475.35874 8328.09462 8320.06349 4270.66563
259 260 261 262 263 264
8086.72607 -166.85565 11679.72401 11156.71358 11313.97280 9759.32276
265 266 267 268 269 270
14781.46994 11174.49016 7131.10737 4905.21709 14413.77285 8658.45509
271 272 273 274 275 276
16597.91633 11176.62922 5045.16268 12421.42107 28498.26359 1097.62995
277 278 279 280 281 282
11883.57391 3722.37700 8642.82379 10190.31942 9127.33622 9400.35121
283 284 285 286 287 288
5443.92906 9355.50352 1064.90876 7912.41776 33707.97653 3404.60716
289 290 291 292 293 294
9151.77927 8126.91481 12300.76206 12281.68805 13580.55689 10249.99316
295 296 297 298 299 300
5270.35712 6111.35399 33782.24128 1381.89116 4426.52106 16971.22641
301 302 303 304 305 306
15484.64007 2151.83646 7447.59701 28214.58403 26967.13474 9753.47444
307 308 309 310 311 312
30321.84921 13169.01220 2924.32209 -954.39433 844.09630 6938.34743
313 314 315 316 317 318
7751.01386 5348.19253 38163.09742 7865.98600 2178.33652 2616.89145
319 320 321 322 323 324
6825.07171 4130.58668 5555.26356 10381.37631 29396.33879 10358.88588
325 326 327 328 329 330
2252.75092 37292.98553 2339.42270 7676.79306 2587.72805 33093.88582
331 332 333 334 335 336
4745.88738 191.38740 5434.04172 4780.80227 7461.37543 6126.25619
337 338 339 340 341 342
5681.05925 1115.60736 12995.61501 4649.91272 8794.95858 36809.00957
343 344 345 346 347 348
15924.96688 7914.91107 5710.07339 2182.21958 24999.45883 32779.37793
349 350 351 352 353 354
1793.74867 37277.76922 10551.48989 5743.36514 5436.82675 8207.25964
355 356 357 358 359 360
14770.06944 15128.83331 11256.28914 25906.15932 7141.20801 14088.78981
361 362 363 364 365 366
7973.58880 29638.13093 6915.07264 6401.45187 8225.66089 8214.01927
367 368 369 370 371 372
5290.95429 9689.88868 5765.17699 4118.78788 7804.80096 11147.16260
373 374 375 376 377 378
10451.94209 14878.27668 11595.39007 15854.18154 39186.06403 35434.36981
379 380 381 382 383 384
27809.52253 8650.31258 1227.13993 34569.08874 8227.41828 8878.75673
385 386 387 388 389 390
11118.56011 9166.20634 39139.16266 8867.18056 9111.25588 35167.54113
391 392 393 394 395 396
2210.31621 12712.40436 1948.93310 14134.19575 39520.25875 11082.67597
397 398 399 400 401 402
28221.55336 6379.90715 11335.25383 32472.56986 5673.91491 35622.68069
403 404 405 406 407 408
12639.90735 5509.07809 36026.96181 9590.30907 11006.81328 33904.13291
409 410 411 412 413 414
7054.07621 5063.98434 12674.62595 9617.58903 3159.16572 1573.89523
415 416 417 418 419 420
36388.07266 6471.23204 12712.95151 10682.13881 12002.41255 34261.26004
421 422 423 424 425 426
10607.37464 6828.88181 7008.79800 13149.00177 11843.23667 11614.10251
427 428 429 430 431 432
12665.18604 8022.18336 9636.85979 6360.13996 11438.33927 8455.51519
433 434 435 436 437 438
15194.02863 12882.65975 9463.65142 2209.44851 33547.13541 15284.57599
439 440 441 442 443 444
3588.82084 31666.75247 11001.18695 32474.49128 13711.03684 11018.24286
445 446 447 448 449 450
15515.02918 6565.37207 28756.19281 11316.48414 6303.43175 14910.55715
451 452 453 454 455 456
8850.30600 8617.88523 1857.96411 6627.57960 4191.01229 11924.16269
457 458 459 460 461 462
7282.30445 10406.65734 9991.77953 12913.81193 8883.72084 5744.44886
463 464 465 466 467 468
9776.39419 3736.56767 8259.53047 3413.93660 28057.08643 31312.76783
469 470 471 472 473 474
5076.95822 27250.48512 10622.75419 9823.61867 3663.61912 36186.37634
475 476 477 478 479 480
9156.87314 5367.71614 27704.76615 7645.98384 307.40985 26164.23885
481 482 483 484 485 486
11388.24449 3638.08622 30788.98873 7295.42793 2467.72507 12775.09082
487 488 489 490 491 492
11427.54522 8858.33488 7964.10289 14981.52553 14872.77080 30912.33886
493 494 495 496 497 498
12625.47824 5783.66398 3677.76594 12429.54490 15609.01452 13170.55061
499 500 501 502 503 504
28826.41100 3001.42312 14671.80529 29351.78518 8254.87771 12901.37703
505 506 507 508 509 510
10457.07148 11019.98520 26333.79115 5689.45842 7057.76177 10257.63823
511 512 513 514 515 516
5071.31229 8931.75321 11891.31010 10902.24349 6926.11555 15400.29578
517 518 519 520 521 522
13117.99524 13802.25510 3957.06771 26767.25283 12313.19186 6165.69363
523 524 525 526 527 528
35056.31410 3269.11662 6780.72517 32670.05982 12648.94457 14422.16561
529 530 531 532 533 534
11817.87231 12684.59358 10671.61872 5032.12749 11801.48506 29982.70096
535 536 537 538 539 540
3992.61159 4484.20876 32026.00151 4941.64241 398.39453 2160.22330
541 542 543 544 545 546
12336.56525 10622.69023 422.81563 4436.00134 6391.96962 4708.43141
547 548 549 550 551 552
38014.02817 12097.61595 8235.01167 10906.29262 10517.86336 10666.15213
553 554 555 556 557 558
39703.80991 9872.81848 6720.74802 11093.44107 31431.58677 6859.97047
559 560 561 562 563 564
16859.92972 3444.13308 13243.09823 14763.88253 -87.93788 32162.25850
565 566 567 568 569 570
7583.86127 30981.95430 2081.43771 12385.29644 7213.32570 27435.03768
571 572 573 574 575 576
8076.80743 1636.95749 11237.19710 35839.26513 8974.94066 4598.05605
577 578 579 580 581 582
32431.68445 9643.34519 9316.63225 12807.52463 1771.77509 39305.16479
583 584 585 586 587 588
-1090.50965 15475.25669 9191.65325 14850.33577 3176.09933 6633.12079
589 590 591 592 593 594
7604.07178 5382.70642 11875.69657 3071.27162 16239.31778 26957.17857
595 596 597 598 599 600
6948.47079 11732.37966 7388.10228 5682.43873 10540.82229 9867.56956
601 602 603 604 605 606
-31.36893 29002.72766 31026.53879 39292.26192 36741.75288 7514.93206
607 608 609 610 611 612
12254.66976 6351.00200 34851.78300 12893.37033 41834.90820 24792.22351
613 614 615 616 617 618
5295.87938 5122.86176 4629.59002 9516.13787 15043.84276 29271.40399
619 620 621 622 623 624
16446.52762 5569.93502 27550.79420 11369.23568 11748.90176 10507.24503
625 626 627 628 629 630
9094.04067 10527.75455 3210.71225 10465.11232 7258.27036 12406.98713
631 632 633 634 635 636
15811.62527 39487.17229 25905.12622 -1742.70804 12524.21045 39426.24248
637 638 639 640 641 642
3794.33654 39203.41728 6177.65736 12933.75011 4231.17392 7803.97579
643 644 645 646 647 648
12160.32758 8505.44435 1588.15587 1475.54635 32952.73801 14089.25676
649 650 651 652 653 654
3316.34152 3906.87356 36582.53122 27917.38875 11871.64275 7154.07259
655 656 657 658 659 660
-1516.76134 2800.30097 1924.19368 14201.10516 9554.74680 5649.10423
661 662 663 664 665 666
6051.58680 1968.20325 5041.52920 14942.74106 16532.35830 4233.17261
667 668 669 670 671 672
12464.25922 3007.51799 7345.24166 9636.39584 37660.87231 32827.38100
673 674 675 676 677 678
4590.32391 8735.92742 35236.20128 4886.72542 25444.93793 9391.72352
679 680 681 682 683 684
16842.25399 15234.75786 9218.83687 8434.72436 3420.45893 3133.24842
685 686 687 688 689 690
9885.89890 13000.77025 2032.42925 6887.24469 10180.08710 6529.18072
691 692 693 694 695 696
2916.91787 35906.63639 6124.23520 12976.49639 8732.69842 30556.13050
697 698 699 700 701 702
10502.36220 4155.58543 6746.99586 3262.36163 9098.89416 6854.45079
703 704 705 706 707 708
14757.77104 10832.71911 26463.58119 12020.85918 4037.70047 26806.20389
709 710 711 712 713 714
7928.81790 972.66648 12792.99980 16738.24276 31273.55114 13756.27302
715 716 717 718 719 720
6450.13552 25315.49973 13975.08197 15202.14730 4201.12832 12048.46432
721 722 723 724 725 726
11359.91033 23778.97457 -495.82041 12086.86441 6379.04550 7455.72374
727 728 729 730 731 732
28838.25009 35715.45468 3994.34870 3137.61270 34710.01850 9073.55886
733 734 735 736 737 738
14441.21579 31434.57032 10908.10316 10420.79147 11884.63234 32722.01192
739 740 741 742 743 744
8012.60254 9588.73036 23596.69884 14916.65191 36082.55096 14993.81589
745 746 747 748 749 750
3169.77051 1924.10671 11009.55709 39833.42504 11115.00009 12435.21415
751 752 753 754 755 756
12691.64223 4694.06037 13433.93344 6467.60716 3511.22443 12793.50008
757 758 759 760 761 762
2827.43602 12738.58212 11567.06756 1183.32832 11299.29012 12617.08515
763 764 765 766 767 768
1386.37613 -654.57994 6839.07480 9096.85628 26750.23997 14660.56831
769 770 771 772 773 774
18900.80948 33170.31156 8680.10685 7630.15687 8319.60544 6240.17072
775 776 777 778 779 780
23699.65414 26980.41606 37613.16950 16271.81359 12129.29528 38777.21056
781 782 783 784 785 786
6381.11839 14903.88882 23351.81431 -1999.60719 2762.48329 10672.58990
787 788 789 790 791 792
27442.70701 15537.97540 6621.60056 8612.19781 3221.82452 8694.40616
793 794 795 796 797 798
10573.21005 29596.03757 38183.44498 3929.98625 13159.88478 11183.36311
799 800 801 802 803 804
30524.45547 15946.91442 4414.30784 13556.44458 12482.82931 17421.44893
805 806 807 808 809 810
9506.70854 3497.90545 27456.00704 14742.68980 12516.12169 2304.87151
811 812 813 814 815 816
14374.84931 8039.30911 875.00071 6585.96987 27175.15336 9686.75466
817 818 819 820 821 822
7052.64470 7106.11046 4095.59983 7677.40355 32836.99546 3070.91839
823 824 825 826 827 828
27839.42116 25599.82592 13519.25209 4597.45705 6721.72971 4218.69047
829 830 831 832 833 834
78.50513 7122.25134 7695.44047 9212.73653 356.74150 42101.38465
835 836 837 838 839 840
6231.72543 7112.27959 6425.67539 10093.08481 12163.56105 11562.66242
841 842 843 844 845 846
35111.28729 39572.46929 39865.30103 7596.07317 39495.58279 4143.94324
847 848 849 850 851 852
-553.23712 14649.21250 14057.83940 34731.18822 10279.89853 26733.44538
853 854 855 856 857 858
5880.02298 3997.20751 5190.89267 8422.65267 11576.03841 13498.00573
859 860 861 862 863 864
35026.43788 27624.51327 5590.14044 11415.08494 35700.34633 7139.92403
865 866 867 868 869 870
712.80331 11539.60253 5765.70888 13052.04921 40381.57307 8716.45651
871 872 873 874 875 876
10194.31847 9253.04684 12097.11798 11676.02050 7377.83956 15533.47671
877 878 879 880 881 882
29803.77328 11680.39066 2765.40981 2192.22349 200.79232 15142.64260
883 884 885 886 887 888
6145.25763 3799.15262 29961.95187 9339.47627 3253.92547 13954.20126
889 890 891 892 893 894
10293.27138 2225.70446 14460.26272 15160.01978 8039.68617 8568.27675
895 896 897 898 899 900
2943.52057 9594.29476 12966.63513 11746.11391 6136.35865 9348.04237
901 902 903 904 905 906
8918.07425 33177.56275 2980.88092 10484.62575 2060.54424 9271.45364
907 908 909 910 911 912
4934.28926 1889.79621 27950.49137 15036.84594 10080.78333 14555.31224
913 914 915 916 917 918
13781.48672 10357.30975 12137.88768 5756.88612 2186.28782 11077.44652
919 920 921 922 923 924
31900.12722 38030.74958 9157.18297 10324.76267 12295.44522 35802.48251
925 926 927 928 929 930
27520.39594 5077.70873 1763.83035 37823.84266 9252.39375 17644.51800
931 932 933 934 935 936
11501.50754 38129.46617 12387.41968 3583.54426 10225.35619 30060.82834
937 938 939 940 941 942
12948.23914 5652.45954 8548.66424 30103.70092 5544.82136 3683.73967
943 944 945 946 947 948
5314.14921 3135.84628 28466.66148 30019.70412 7139.22213 13257.99812
949 950 951 952 953 954
9821.73252 34646.95226 13065.42012 35638.66926 33179.54599 7986.34531
955 956 957 958 959 960
16443.63427 33455.22953 11386.92231 8694.11912 36519.59303 5587.89559
961 962 963 964 965 966
8400.93394 12274.37866 2728.63920 2832.33096 17576.40609 8492.11732
967 968 969 970 971 972
10449.73616 -531.61826 30195.62628 36237.52679 3910.29007 6101.55422
973 974 975 976 977 978
15295.23913 18600.86557 10020.48857 10482.32374 33649.58172 14409.37724
979 980 981 982 983 984
8175.04789 11102.11768 15754.79838 9923.94760 7061.16989 1440.74337
985 986 987 988 989 990
7765.02409 10935.44909 7265.82951 689.87502 7430.84688 4018.68829
991 992 993 994 995 996
35326.35120 11266.34132 4532.57687 11254.43270 6830.92074 9313.92867
997 998 999 1000 1001 1002
5157.40986 13774.06373 9387.11423 15318.23138 34887.06908 3771.52146
1003 1004 1005 1006 1007 1008
758.22049 8662.11815 11338.54483 25828.15848 30223.29161 3773.35303
1009 1010 1011 1012 1013 1014
6519.42253 1176.68088 2897.14500 8449.89078 24906.10217 39824.31669
1015 1016 1017 1018 1019 1020
11479.46601 7932.71906 16574.72849 28891.30909 13951.29228 25343.56174
1021 1022 1023 1024 1025 1026
13274.21401 27731.66799 31722.04353 4154.77994 7814.90208 8270.58220
1027 1028 1029 1030 1031 1032
1619.59372 217.22024 1262.57948 37386.22830 3674.95154 -1312.51837
1033 1034 1035 1036 1037 1038
11828.68087 25067.62114 9148.54816 8808.44097 12886.71547 27342.93902
1039 1040 1041 1042 1043 1044
6750.89052 8424.72128 25810.49856 11803.80833 -226.04209 4637.73245
1045 1046 1047 1048 1049 1050
11954.06798 5268.21941 6326.99260 9174.09987 17835.81324 14322.26172
1051 1052 1053 1054 1055 1056
12523.02085 7570.76488 6320.64726 3267.91783 5252.72343 8250.41274
1057 1058 1059 1060 1061 1062
2262.16127 31995.83248 6134.72827 3971.86769 6714.68183 35391.79941
1063 1064 1065 1066 1067 1068
9757.53638 16763.55104 13899.97197 28331.47022 4792.14261 15861.18236
1069 1070
17830.45856 4181.30312 13981.85035 12268.63225 21223.67580 40941.28540
5272.17580 9249.49520 9850.43200 13974.45555 31620.00106 2138.07070
1263.24900 43753.33705 21978.67690 3227.12110 4350.51440 9414.92000
3857.75925 3180.51010 4433.91590 2203.47185 8556.90700 2166.73200
24667.41900 22192.43711 11085.58680 10825.25370 4931.64700 29330.98315
6373.55735 18838.70366 4320.41085 21195.81800 2534.39375 3645.08940
8062.76400 22462.04375 14256.19280 8334.58960 24059.68019 19361.99880
38709.17600 22493.65964 2134.90150 1664.99960 18157.87600 10214.63600
46661.44240 8428.06930 4753.63680 11381.32540 35147.52848 10226.28420
2639.04290 5227.98875 4399.73100 5383.53600 8782.46900 7173.35995
40419.01910 1880.07000 14988.43200 9144.56500 9377.90470 8527.53200
12574.04900 8671.19125 1967.02270 8023.13545 2494.02200 37484.44930
6082.40500 8444.47400 12629.89670 1633.04440 8269.04400 8825.08600
7045.49900 3443.06400 8823.98575 3062.50825 13429.03540 3956.07145
2136.88225 4237.12655 2755.02095 2257.47525 3021.80915 10976.24575
33471.97189 46200.98510 18259.21600 11931.12525 23288.92840 5385.33790
14692.66935 5972.37800 13770.09790 1694.79640 45702.02235 7201.70085
21774.32215 9861.02500 10407.08585 10355.64100 32734.18630 13887.20400
5469.00660 41919.09700 3481.86800 16577.77950 2416.95500 3309.79260
11881.96960 6079.67150 3935.17990 12032.32600 17178.68240 4137.52270
5080.09600 27218.43725 12231.61360 33732.68670 5855.90250 2302.30000
15820.69900 11396.90020 17128.42608 6203.90175 3561.88890 23306.54700
12557.60530 11743.29900 16450.89470 20009.63365 13063.88300 36837.46700
23967.38305 7954.51700 6128.79745 7537.16390 3981.97680 13725.47184
10704.47000 8627.54110 38245.59327 63770.42801 4922.91590 9583.89330
12523.60480 2205.98080 6117.49450 4234.92700 3704.35450 7624.63000
2632.99200 6457.84340 40720.55105 7986.47525 4518.82625 11944.59435
2130.67590 27000.98473 7325.04820 5693.43050 1621.88270 2899.48935
13393.75600 1743.21400 11093.62290 8615.30000 11289.10925 13844.79720
1875.34400 1253.93600 11326.71487 40273.64550 3500.61230 1632.03625
9869.81020 16069.08475 44423.80300 20296.86345 6067.12675 2597.77900
4795.65680 12982.87470 8413.46305 9625.92000 4894.75330 3353.28400
16455.70785 1744.46500 10493.94580 1972.95000 4527.18295 15170.06900
2020.55230 3558.62025 6123.56880 4032.24070 40932.42950 6753.03800
13415.03810 7228.21565 39047.28500 19539.24300 3176.28770 2150.46900
12644.58900 19798.05455 7640.30920 5438.74910 23568.27200 6875.96100
39611.75770 15817.98570 11082.57720 20462.99766 1837.28190 27724.28875
8124.40840 15828.82173 43943.87610 19040.87600 9447.25035 12265.50690
9504.31030 1242.26000 11674.13000 3410.32400 34779.61500 24603.04837
9957.72160 1646.42970 12475.35130 5969.72300 9500.57305 1241.56500
39836.51900 8342.90875 28468.91901 6600.36100 2211.13075 6796.86325
36085.21900 4435.09420 47305.30500 11244.37690 2219.44510 11840.77505
11345.51900 34254.05335 10601.41200 39125.33225 24535.69855 17043.34140
26140.36030 4661.28635 4564.19145 36124.57370 12129.61415 2680.94930
12479.70895 1769.53165 12029.28670 8125.78450 6664.68595 7160.09400
names(results) <- c('predicted', 'actual')
results <- as.data.frame(t(results))
print(head(results, 40))
predicted actual NA NA NA NA NA NA
1 7857.807 25155.68 12265.71 7175.195 4176.87 8634.96 9915.097 33727.55
NA NA NA NA NA NA NA NA
1 6194.82 12158.22 3605.161 12877.23 5487.32 6366.702 31000.57 16611.12
NA NA NA NA NA NA NA NA
1 33924.24 13542.38 28592.22 3516.368 -1144.97 34498.62 33629.8 29790.85
NA NA NA NA NA NA NA NA
1 10047.41 5435.192 11712.74 6947.763 12249.08 6053.509 35596.88 4007.256
NA NA NA NA NA NA NA NA
1 4605.707 34230.32 31220.31 33633.17 30212.14 10305.27 11817.29 35799.25
NA NA NA NA NA NA NA NA
1 4776.905 3881.517 26218.58 7923.204 10883.09 5458.494 5347.229 26426.8
NA NA NA NA NA NA NA NA
1 8668.737 7844.454 10640.64 10858.95 41292.71 5957.169 1877.684 3914.299
NA NA NA NA NA NA NA NA
1 13897.32 31100.98 22860.84 15754.77 14012.92 5546.925 8121.507 8949.213
NA NA NA NA NA NA NA NA
1 14019.11 9630.269 17098.33 13774.94 8618.898 28502.75 3684.801 39005.46
NA NA NA NA NA NA NA NA
1 10518.83 28395.08 12497.04 1988.959 5606.055 4456.101 39310.64 6661.238
NA NA NA NA NA NA NA NA
1 2837.809 1899.554 31560.66 5382.136 29258.31 8210.812 13655.34 13249.61
NA NA NA NA NA NA NA NA
1 15168.95 12236.21 38668.18 28282.97 5443.899 3035.447 7147.588 13044.12
NA NA NA NA NA NA NA NA
1 9696.008 9003.543 1814.707 15051.96 10215.78 35589.86 10441.15 32124.1
NA NA NA NA NA NA NA NA
1 11695.93 2403.091 4497.293 10653.78 33979.86 8005.235 11167.54 14627.05
NA NA NA NA NA NA NA NA
1 17195.83 10514.62 35240.11 4331.985 11412.37 8765.869 3118.309 8570.626
NA NA NA NA NA NA NA NA
1 13227.27 12165.59 3395.226 6355.892 11076.95 14782.64 1993.815 4393.847
NA NA NA NA NA NA NA NA
1 12394.49 74.09649 9697.643 37082.33 14434.46 36107.07 14935.61 30831.83
NA NA NA NA NA NA NA NA
1 11703.46 10282.47 12004.4 16768.66 14444.81 6263.699 6566.2 7810.779
NA NA NA NA NA NA NA NA
1 8654.896 2199.291 34879.63 2551.738 3705.276 3412.36 15928.64 12522.79
NA NA NA NA NA NA NA NA
1 404.294 12532.22 2724.722 5519.807 37167.64 13038.44 927.389 8516.754
NA NA NA NA NA NA NA NA
1 11437.31 9050.997 11552.05 12863 11837.28 17091.72 9480.103 2758.338
NA NA NA NA NA NA NA NA
1 11931.91 13802.07 9414.086 9595.141 10483.74 224.0556 9899.388 4084.976
NA NA NA NA NA NA NA NA
1 12849.24 10575.72 5402.584 30846.46 17005.46 11680.7 13232.5 11011.72
NA NA NA NA NA NA NA NA
1 4780.56 38140.4 8964.055 9708.871 24280.42 32742.51 14546.18 7924.797
NA NA NA NA NA NA NA NA
1 32825.67 8435.407 11098.02 14983.35 38452.87 5488.116 26073.54 184.1584
NA NA NA NA NA NA NA NA
1 8829.707 8676.583 7565.803 27209.4 33152.6 3679.587 2891.108 8806.612
NA NA NA NA NA NA NA NA
1 13850.32 7062.826 15684.04 13278.77 11213.73 4285.011 13392.11 31123.72
NA NA NA NA NA NA NA NA
1 4449.337 4022.107 5302.028 28627.41 13361.53 27165.02 7257.548 28298.24
NA NA NA NA NA NA NA NA
1 32375.83 33488.57 13053.16 14770.64 29302.03 17304.85 -101.7755 7678.261
NA NA NA NA NA NA NA NA
1 32162.51 8877.979 7764.662 2505.838 9757.078 1825.005 1206.606 15901.91
NA NA NA NA NA NA NA NA
1 10296.51 28727.28 5881.485 436.8843 32440.77 3107.043 28305.93 4269.489
NA NA NA NA NA NA NA NA
1 15148.43 34722.63 9841.919 23262.75 6306.336 31015.89 5475.359 8328.095
NA NA NA NA NA NA NA NA
1 8320.063 4270.666 8086.726 -166.8557 11679.72 11156.71 11313.97 9759.323
NA NA NA NA NA NA NA NA
1 14781.47 11174.49 7131.107 4905.217 14413.77 8658.455 16597.92 11176.63
NA NA NA NA NA NA NA NA
1 5045.163 12421.42 28498.26 1097.63 11883.57 3722.377 8642.824 10190.32
NA NA NA NA NA NA NA NA
1 9127.336 9400.351 5443.929 9355.504 1064.909 7912.418 33707.98 3404.607
NA NA NA NA NA NA NA NA
1 9151.779 8126.915 12300.76 12281.69 13580.56 10249.99 5270.357 6111.354
NA NA NA NA NA NA NA NA
1 33782.24 1381.891 4426.521 16971.23 15484.64 2151.836 7447.597 28214.58
NA NA NA NA NA NA NA NA
1 26967.13 9753.474 30321.85 13169.01 2924.322 -954.3943 844.0963 6938.347
NA NA NA NA NA NA NA NA
1 7751.014 5348.193 38163.1 7865.986 2178.337 2616.891 6825.072 4130.587
NA NA NA NA NA NA NA NA
1 5555.264 10381.38 29396.34 10358.89 2252.751 37292.99 2339.423 7676.793
NA NA NA NA NA NA NA NA
1 2587.728 33093.89 4745.887 191.3874 5434.042 4780.802 7461.375 6126.256
NA NA NA NA NA NA NA NA
1 5681.059 1115.607 12995.62 4649.913 8794.959 36809.01 15924.97 7914.911
NA NA NA NA NA NA NA NA
1 5710.073 2182.22 24999.46 32779.38 1793.749 37277.77 10551.49 5743.365
NA NA NA NA NA NA NA NA
1 5436.827 8207.26 14770.07 15128.83 11256.29 25906.16 7141.208 14088.79
NA NA NA NA NA NA NA NA
1 7973.589 29638.13 6915.073 6401.452 8225.661 8214.019 5290.954 9689.889
NA NA NA NA NA NA NA NA
1 5765.177 4118.788 7804.801 11147.16 10451.94 14878.28 11595.39 15854.18
NA NA NA NA NA NA NA NA
1 39186.06 35434.37 27809.52 8650.313 1227.14 34569.09 8227.418 8878.757
NA NA NA NA NA NA NA NA
1 11118.56 9166.206 39139.16 8867.181 9111.256 35167.54 2210.316 12712.4
NA NA NA NA NA NA NA NA
1 1948.933 14134.2 39520.26 11082.68 28221.55 6379.907 11335.25 32472.57
NA NA NA NA NA NA NA NA
1 5673.915 35622.68 12639.91 5509.078 36026.96 9590.309 11006.81 33904.13
NA NA NA NA NA NA NA NA
1 7054.076 5063.984 12674.63 9617.589 3159.166 1573.895 36388.07 6471.232
NA NA NA NA NA NA NA NA
1 12712.95 10682.14 12002.41 34261.26 10607.37 6828.882 7008.798 13149
NA NA NA NA NA NA NA NA
1 11843.24 11614.1 12665.19 8022.183 9636.86 6360.14 11438.34 8455.515
NA NA NA NA NA NA NA NA
1 15194.03 12882.66 9463.651 2209.449 33547.14 15284.58 3588.821 31666.75
NA NA NA NA NA NA NA NA
1 11001.19 32474.49 13711.04 11018.24 15515.03 6565.372 28756.19 11316.48
NA NA NA NA NA NA NA NA
1 6303.432 14910.56 8850.306 8617.885 1857.964 6627.58 4191.012 11924.16
NA NA NA NA NA NA NA NA
1 7282.304 10406.66 9991.78 12913.81 8883.721 5744.449 9776.394 3736.568
NA NA NA NA NA NA NA NA
1 8259.53 3413.937 28057.09 31312.77 5076.958 27250.49 10622.75 9823.619
NA NA NA NA NA NA NA NA
1 3663.619 36186.38 9156.873 5367.716 27704.77 7645.984 307.4098 26164.24
NA NA NA NA NA NA NA NA
1 11388.24 3638.086 30788.99 7295.428 2467.725 12775.09 11427.55 8858.335
NA NA NA NA NA NA NA NA
1 7964.103 14981.53 14872.77 30912.34 12625.48 5783.664 3677.766 12429.54
NA NA NA NA NA NA NA NA
1 15609.01 13170.55 28826.41 3001.423 14671.81 29351.79 8254.878 12901.38
NA NA NA NA NA NA NA NA
1 10457.07 11019.99 26333.79 5689.458 7057.762 10257.64 5071.312 8931.753
NA NA NA NA NA NA NA NA
1 11891.31 10902.24 6926.116 15400.3 13118 13802.26 3957.068 26767.25
NA NA NA NA NA NA NA NA
1 12313.19 6165.694 35056.31 3269.117 6780.725 32670.06 12648.94 14422.17
NA NA NA NA NA NA NA NA
1 11817.87 12684.59 10671.62 5032.127 11801.49 29982.7 3992.612 4484.209
NA NA NA NA NA NA NA NA
1 32026 4941.642 398.3945 2160.223 12336.57 10622.69 422.8156 4436.001
NA NA NA NA NA NA NA NA
1 6391.97 4708.431 38014.03 12097.62 8235.012 10906.29 10517.86 10666.15
NA NA NA NA NA NA NA NA
1 39703.81 9872.818 6720.748 11093.44 31431.59 6859.97 16859.93 3444.133
NA NA NA NA NA NA NA NA
1 13243.1 14763.88 -87.93788 32162.26 7583.861 30981.95 2081.438 12385.3
NA NA NA NA NA NA NA NA
1 7213.326 27435.04 8076.807 1636.957 11237.2 35839.27 8974.941 4598.056
NA NA NA NA NA NA NA NA
1 32431.68 9643.345 9316.632 12807.52 1771.775 39305.16 -1090.51 15475.26
NA NA NA NA NA NA NA NA
1 9191.653 14850.34 3176.099 6633.121 7604.072 5382.706 11875.7 3071.272
NA NA NA NA NA NA NA NA
1 16239.32 26957.18 6948.471 11732.38 7388.102 5682.439 10540.82 9867.57
NA NA NA NA NA NA NA NA
1 -31.36893 29002.73 31026.54 39292.26 36741.75 7514.932 12254.67 6351.002
NA NA NA NA NA NA NA NA
1 34851.78 12893.37 41834.91 24792.22 5295.879 5122.862 4629.59 9516.138
NA NA NA NA NA NA NA NA
1 15043.84 29271.4 16446.53 5569.935 27550.79 11369.24 11748.9 10507.25
NA NA NA NA NA NA NA NA
1 9094.041 10527.75 3210.712 10465.11 7258.27 12406.99 15811.63 39487.17
NA NA NA NA NA NA NA NA
1 25905.13 -1742.708 12524.21 39426.24 3794.337 39203.42 6177.657 12933.75
NA NA NA NA NA NA NA NA
1 4231.174 7803.976 12160.33 8505.444 1588.156 1475.546 32952.74 14089.26
NA NA NA NA NA NA NA NA
1 3316.342 3906.874 36582.53 27917.39 11871.64 7154.073 -1516.761 2800.301
NA NA NA NA NA NA NA NA
1 1924.194 14201.11 9554.747 5649.104 6051.587 1968.203 5041.529 14942.74
NA NA NA NA NA NA NA NA
1 16532.36 4233.173 12464.26 3007.518 7345.242 9636.396 37660.87 32827.38
NA NA NA NA NA NA NA NA
1 4590.324 8735.927 35236.2 4886.725 25444.94 9391.724 16842.25 15234.76
NA NA NA NA NA NA NA NA
1 9218.837 8434.724 3420.459 3133.248 9885.899 13000.77 2032.429 6887.245
NA NA NA NA NA NA NA NA
1 10180.09 6529.181 2916.918 35906.64 6124.235 12976.5 8732.698 30556.13
NA NA NA NA NA NA NA NA
1 10502.36 4155.585 6746.996 3262.362 9098.894 6854.451 14757.77 10832.72
NA NA NA NA NA NA NA NA
1 26463.58 12020.86 4037.7 26806.2 7928.818 972.6665 12793 16738.24
NA NA NA NA NA NA NA NA
1 31273.55 13756.27 6450.136 25315.5 13975.08 15202.15 4201.128 12048.46
NA NA NA NA NA NA NA NA
1 11359.91 23778.97 -495.8204 12086.86 6379.046 7455.724 28838.25 35715.45
NA NA NA NA NA NA NA NA
1 3994.349 3137.613 34710.02 9073.559 14441.22 31434.57 10908.1 10420.79
NA NA NA NA NA NA NA NA
1 11884.63 32722.01 8012.603 9588.73 23596.7 14916.65 36082.55 14993.82
NA NA NA NA NA NA NA NA
1 3169.771 1924.107 11009.56 39833.43 11115 12435.21 12691.64 4694.06
NA NA NA NA NA NA NA NA
1 13433.93 6467.607 3511.224 12793.5 2827.436 12738.58 11567.07 1183.328
NA NA NA NA NA NA NA NA
1 11299.29 12617.09 1386.376 -654.5799 6839.075 9096.856 26750.24 14660.57
NA NA NA NA NA NA NA NA
1 18900.81 33170.31 8680.107 7630.157 8319.605 6240.171 23699.65 26980.42
NA NA NA NA NA NA NA NA
1 37613.17 16271.81 12129.3 38777.21 6381.118 14903.89 23351.81 -1999.607
NA NA NA NA NA NA NA NA
1 2762.483 10672.59 27442.71 15537.98 6621.601 8612.198 3221.825 8694.406
NA NA NA NA NA NA NA NA
1 10573.21 29596.04 38183.44 3929.986 13159.88 11183.36 30524.46 15946.91
NA NA NA NA NA NA NA NA
1 4414.308 13556.44 12482.83 17421.45 9506.709 3497.905 27456.01 14742.69
NA NA NA NA NA NA NA NA
1 12516.12 2304.872 14374.85 8039.309 875.0007 6585.97 27175.15 9686.755
NA NA NA NA NA NA NA NA
1 7052.645 7106.11 4095.6 7677.404 32837 3070.918 27839.42 25599.83
NA NA NA NA NA NA NA NA
1 13519.25 4597.457 6721.73 4218.69 78.50513 7122.251 7695.44 9212.737
NA NA NA NA NA NA NA NA
1 356.7415 42101.38 6231.725 7112.28 6425.675 10093.08 12163.56 11562.66
NA NA NA NA NA NA NA NA
1 35111.29 39572.47 39865.3 7596.073 39495.58 4143.943 -553.2371 14649.21
NA NA NA NA NA NA NA NA
1 14057.84 34731.19 10279.9 26733.45 5880.023 3997.208 5190.893 8422.653
NA NA NA NA NA NA NA NA
1 11576.04 13498.01 35026.44 27624.51 5590.14 11415.08 35700.35 7139.924
NA NA NA NA NA NA NA NA
1 712.8033 11539.6 5765.709 13052.05 40381.57 8716.457 10194.32 9253.047
NA NA NA NA NA NA NA NA
1 12097.12 11676.02 7377.84 15533.48 29803.77 11680.39 2765.41 2192.223
NA NA NA NA NA NA NA NA
1 200.7923 15142.64 6145.258 3799.153 29961.95 9339.476 3253.925 13954.2
NA NA NA NA NA NA NA NA
1 10293.27 2225.704 14460.26 15160.02 8039.686 8568.277 2943.521 9594.295
NA NA NA NA NA NA NA NA
1 12966.64 11746.11 6136.359 9348.042 8918.074 33177.56 2980.881 10484.63
NA NA NA NA NA NA NA NA
1 2060.544 9271.454 4934.289 1889.796 27950.49 15036.85 10080.78 14555.31
NA NA NA NA NA NA NA NA
1 13781.49 10357.31 12137.89 5756.886 2186.288 11077.45 31900.13 38030.75
NA NA NA NA NA NA NA NA
1 9157.183 10324.76 12295.45 35802.48 27520.4 5077.709 1763.83 37823.84
NA NA NA NA NA NA NA NA
1 9252.394 17644.52 11501.51 38129.47 12387.42 3583.544 10225.36 30060.83
NA NA NA NA NA NA NA NA
1 12948.24 5652.46 8548.664 30103.7 5544.821 3683.74 5314.149 3135.846
NA NA NA NA NA NA NA NA
1 28466.66 30019.7 7139.222 13258 9821.733 34646.95 13065.42 35638.67
NA NA NA NA NA NA NA NA
1 33179.55 7986.345 16443.63 33455.23 11386.92 8694.119 36519.59 5587.896
NA NA NA NA NA NA NA NA
1 8400.934 12274.38 2728.639 2832.331 17576.41 8492.117 10449.74 -531.6183
NA NA NA NA NA NA NA NA
1 30195.63 36237.53 3910.29 6101.554 15295.24 18600.87 10020.49 10482.32
NA NA NA NA NA NA NA NA
1 33649.58 14409.38 8175.048 11102.12 15754.8 9923.948 7061.17 1440.743
NA NA NA NA NA NA NA NA
1 7765.024 10935.45 7265.83 689.875 7430.847 4018.688 35326.35 11266.34
NA NA NA NA NA NA NA NA
1 4532.577 11254.43 6830.921 9313.929 5157.41 13774.06 9387.114 15318.23
NA NA NA NA NA NA NA NA
1 34887.07 3771.521 758.2205 8662.118 11338.54 25828.16 30223.29 3773.353
NA NA NA NA NA NA NA NA
1 6519.423 1176.681 2897.145 8449.891 24906.1 39824.32 11479.47 7932.719
NA NA NA NA NA NA NA NA
1 16574.73 28891.31 13951.29 25343.56 13274.21 27731.67 31722.04 4154.78
NA NA NA NA NA NA NA NA
1 7814.902 8270.582 1619.594 217.2202 1262.579 37386.23 3674.952 -1312.518
NA NA NA NA NA NA NA NA
1 11828.68 25067.62 9148.548 8808.441 12886.72 27342.94 6750.891 8424.721
NA NA NA NA NA NA NA NA
1 25810.5 11803.81 -226.0421 4637.732 11954.07 5268.219 6326.993 9174.1
NA NA NA NA NA NA NA NA
1 17835.81 14322.26 12523.02 7570.765 6320.647 3267.918 5252.723 8250.413
NA NA NA NA NA NA NA NA
1 2262.161 31995.83 6134.728 3971.868 6714.682 35391.8 9757.536 16763.55
NA NA NA NA NA NA NA NA
1 13899.97 28331.47 4792.143 15861.18 17830.46 4181.303 13981.85 12268.63
NA NA NA NA NA NA NA NA
1 21223.68 40941.29 5272.176 9249.495 9850.432 13974.46 31620 2138.071
NA NA NA NA NA NA NA NA
1 1263.249 43753.34 21978.68 3227.121 4350.514 9414.92 3857.759 3180.51
NA NA NA NA NA NA NA NA
1 4433.916 2203.472 8556.907 2166.732 24667.42 22192.44 11085.59 10825.25
NA NA NA NA NA NA NA NA
1 4931.647 29330.98 6373.557 18838.7 4320.411 21195.82 2534.394 3645.089
NA NA NA NA NA NA NA NA
1 8062.764 22462.04 14256.19 8334.59 24059.68 19362 38709.18 22493.66
NA NA NA NA NA NA NA NA
1 2134.901 1665 18157.88 10214.64 46661.44 8428.069 4753.637 11381.33
NA NA NA NA NA NA NA NA
1 35147.53 10226.28 2639.043 5227.989 4399.731 5383.536 8782.469 7173.36
NA NA NA NA NA NA NA NA
1 40419.02 1880.07 14988.43 9144.565 9377.905 8527.532 12574.05 8671.191
NA NA NA NA NA NA NA NA
1 1967.023 8023.135 2494.022 37484.45 6082.405 8444.474 12629.9 1633.044
NA NA NA NA NA NA NA NA
1 8269.044 8825.086 7045.499 3443.064 8823.986 3062.508 13429.04 3956.071
NA NA NA NA NA NA NA NA
1 2136.882 4237.127 2755.021 2257.475 3021.809 10976.25 33471.97 46200.99
NA NA NA NA NA NA NA NA
1 18259.22 11931.13 23288.93 5385.338 14692.67 5972.378 13770.1 1694.796
NA NA NA NA NA NA NA NA
1 45702.02 7201.701 21774.32 9861.025 10407.09 10355.64 32734.19 13887.2
NA NA NA NA NA NA NA NA
1 5469.007 41919.1 3481.868 16577.78 2416.955 3309.793 11881.97 6079.672
NA NA NA NA NA NA NA NA
1 3935.18 12032.33 17178.68 4137.523 5080.096 27218.44 12231.61 33732.69
NA NA NA NA NA NA NA NA
1 5855.903 2302.3 15820.7 11396.9 17128.43 6203.902 3561.889 23306.55
NA NA NA NA NA NA NA NA
1 12557.61 11743.3 16450.89 20009.63 13063.88 36837.47 23967.38 7954.517
NA NA NA NA NA NA NA NA
1 6128.797 7537.164 3981.977 13725.47 10704.47 8627.541 38245.59 63770.43
NA NA NA NA NA NA NA NA
1 4922.916 9583.893 12523.6 2205.981 6117.494 4234.927 3704.354 7624.63
NA NA NA NA NA NA NA NA
1 2632.992 6457.843 40720.55 7986.475 4518.826 11944.59 2130.676 27000.98
NA NA NA NA NA NA NA NA
1 7325.048 5693.431 1621.883 2899.489 13393.76 1743.214 11093.62 8615.3
NA NA NA NA NA NA NA NA
1 11289.11 13844.8 1875.344 1253.936 11326.71 40273.65 3500.612 1632.036
NA NA NA NA NA NA NA NA
1 9869.81 16069.08 44423.8 20296.86 6067.127 2597.779 4795.657 12982.87
NA NA NA NA NA NA NA NA
1 8413.463 9625.92 4894.753 3353.284 16455.71 1744.465 10493.95 1972.95
NA NA NA NA NA NA NA NA
1 4527.183 15170.07 2020.552 3558.62 6123.569 4032.241 40932.43 6753.038
NA NA NA NA NA NA NA NA
1 13415.04 7228.216 39047.29 19539.24 3176.288 2150.469 12644.59 19798.05
NA NA NA NA NA NA NA NA
1 7640.309 5438.749 23568.27 6875.961 39611.76 15817.99 11082.58 20463
NA NA NA NA NA NA NA NA
1 1837.282 27724.29 8124.408 15828.82 43943.88 19040.88 9447.25 12265.51
NA NA NA NA NA NA NA NA
1 9504.31 1242.26 11674.13 3410.324 34779.61 24603.05 9957.722 1646.43
NA NA NA NA NA NA NA NA
1 12475.35 5969.723 9500.573 1241.565 39836.52 8342.909 28468.92 6600.361
NA NA NA NA NA NA NA NA
1 2211.131 6796.863 36085.22 4435.094 47305.31 11244.38 2219.445 11840.78
NA NA NA NA NA NA NA NA
1 11345.52 34254.05 10601.41 39125.33 24535.7 17043.34 26140.36 4661.286
NA NA NA NA NA NA NA NA
1 4564.191 36124.57 12129.61 2680.949 12479.71 1769.532 12029.29 8125.784
NA NA
1 6664.686 7160.094
It looks like the accuracy is ok but is not the best. We will move on to look at Classification trees model to see if we can make better predictions.
mse <- mean(((results$actual) - (results$predicted))^2)
print(mse)
[1] 299216501
#root mean squared error
print(mse^0.5)
[1] 17297.88
SSE <- sum((results$actual - results$predicted)^2)
print(SSE)
[1] 299216501
#are there any NA values
any(is.na(healthcare))
[1] FALSE
#look at structure "str"
str(healthcare)
Classes 'spec_tbl_df', 'tbl_df', 'tbl' and 'data.frame': 1338 obs. of 8 variables:
$ age_yrs : num 18 43 62 49 46 63 41 55 52 25 ...
$ gender : chr "female" "female" "male" "female" ...
$ body_mass : num 42.2 30.7 37.4 23.2 40.4 ...
$ no_children : num 0 2 0 2 2 0 3 2 0 0 ...
$ smoker : chr "yes" "no" "no" "no" ...
$ region : chr "southeast" "northwest" "southwest" "northwest" ...
$ prev_balance: num -17938 195 -4273 1480 -671 ...
$ costs : num 38793 8311 12979 10157 8733 ...
- attr(*, "spec")=
.. cols(
.. age_yrs = col_double(),
.. gender = col_character(),
.. body_mass = col_double(),
.. no_children = col_double(),
.. smoker = col_character(),
.. region = col_character(),
.. prev_balance = col_double(),
.. costs = col_double()
.. )
library(ggplot2)
library(ggthemes)
library(dplyr)
library(corrplot)
corrplot 0.84 loaded
library(corrgram)
num.cols <- sapply(healthcare,is.numeric)
cor.data<- cor(healthcare[,num.cols])
print(cor.data)
age_yrs body_mass no_children prev_balance costs
age_yrs 1.00000000 0.10927188 0.04246900 0.07003449 0.29900819
body_mass 0.10927188 1.00000000 0.01275890 0.01443067 0.19834097
no_children 0.04246900 0.01275890 1.00000000 0.01405894 0.06799823
prev_balance 0.07003449 0.01443067 0.01405894 1.00000000 0.06350883
costs 0.29900819 0.19834097 0.06799823 0.06350883 1.00000000
print(corrplot(cor.data, method='color'))
age_yrs body_mass no_children prev_balance costs
age_yrs 1.00000000 0.10927188 0.04246900 0.07003449 0.29900819
body_mass 0.10927188 1.00000000 0.01275890 0.01443067 0.19834097
no_children 0.04246900 0.01275890 1.00000000 0.01405894 0.06799823
prev_balance 0.07003449 0.01443067 0.01405894 1.00000000 0.06350883
costs 0.29900819 0.19834097 0.06799823 0.06350883 1.00000000
corrgram(healthcare)
corrgram(healthcare,order=TRUE, lower.panel=panel.shade,
upper.panel=panel.pie, text.panel=panel.txt)
ggplot(healthcare,aes(x=costs)) + geom_histogram(bins=50,alpha=0.5,fill='blue')
res<- residuals(mdl)
class(res)
[1] "numeric"
res<- as.data.frame(res)
head(res)
res
1 10397.6082
2 -1769.9442
3 -2222.7893
4 982.6833
5 -5241.8527
6 -3033.1766
mean(healthcare$costs)==mean(fitted.values(mdl))
[1] FALSE
mean(residuals(mdl))
[1] 8.068417e-14
good residual the mean=0 we want the source of residual to be random we want the predicted to = the actual value
ggplot(res,aes(res))+ geom_histogram(fill='blue', alpha=0.5, bins = 40)
###The residuals are around 0 and spread out. a few residual small peak is on both sides zero.
summary(mdl)
Call:
lm(formula = costs ~ ., data = healthcare)
Residuals:
Min 1Q Median 3Q Max
-11671 -2862 -1018 1393 29499
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.187e+04 9.870e+02 -12.023 < 2e-16 ***
age_yrs 2.551e+02 1.191e+01 21.424 < 2e-16 ***
gendermale -8.097e+01 3.333e+02 -0.243 0.808079
body_mass 3.384e+02 2.856e+01 11.847 < 2e-16 ***
no_children 4.722e+02 1.376e+02 3.431 0.000619 ***
smokeryes 2.383e+04 4.127e+02 57.747 < 2e-16 ***
regionnorthwest -3.655e+02 4.756e+02 -0.769 0.442292
regionsoutheast -1.030e+03 4.780e+02 -2.154 0.031410 *
regionsouthwest -9.838e+02 4.774e+02 -2.061 0.039518 *
prev_balance 7.932e-02 3.619e-02 2.192 0.028539 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6053 on 1328 degrees of freedom
Multiple R-squared: 0.7518, Adjusted R-squared: 0.7501
F-statistic: 447 on 9 and 1328 DF, p-value: < 2.2e-16
library("rpart")
library("rpart.plot")
#look at data
str(healthcare)
Classes 'spec_tbl_df', 'tbl_df', 'tbl' and 'data.frame': 1338 obs. of 8 variables:
$ age_yrs : num 18 43 62 49 46 63 41 55 52 25 ...
$ gender : chr "female" "female" "male" "female" ...
$ body_mass : num 42.2 30.7 37.4 23.2 40.4 ...
$ no_children : num 0 2 0 2 2 0 3 2 0 0 ...
$ smoker : chr "yes" "no" "no" "no" ...
$ region : chr "southeast" "northwest" "southwest" "northwest" ...
$ prev_balance: num -17938 195 -4273 1480 -671 ...
$ costs : num 38793 8311 12979 10157 8733 ...
- attr(*, "spec")=
.. cols(
.. age_yrs = col_double(),
.. gender = col_character(),
.. body_mass = col_double(),
.. no_children = col_double(),
.. smoker = col_character(),
.. region = col_character(),
.. prev_balance = col_double(),
.. costs = col_double()
.. )
#create the model
healthcare_model<- rpart(formula= gender ~ .,
data=healthcare,
method= "class")
#Display the results
rpart.plot(x=healthcare_model, yesno =2, type = 0, extra = 0)
###Cost of Male and female health care in the classification tree. We can follow the tree to determine how each feature effects healthcare price for each individual. ###Here younger males in north with less then 32 BMI pay less than females.
#create the model
healthcare_model<- rpart(formula= smoker ~ .,
data=healthcare,
method= "class")
#Display the results
rpart.plot(x=healthcare_model, yesno =2, type = 0, extra = 0)
###Here is a smoker classification Tree. Smokers pay more but have less then 30 BMI
#create the model
healthcare_model<- rpart(formula= region ~ .,
data=healthcare,
method= "class")
#Display the results
rpart.plot(x=healthcare_model, yesno =2, type = 0, extra = 0)
###People in Southeast are the larger in weight and have a BMI greater than 33. Northeast there are a lot of patients who are less than 19 year old. Northwest have patients mostly around 19-20.Northeast and northwest have patients with that are greater or equal to 20 years old. In the Northeast most patients have a BMI less than 24 while Northwest patients have a BMI greater than 24.
#create the model
healthcare_model<- rpart(formula= age_yrs ~ .,
data=healthcare,
method= "anova")
#Display the results
rpart.plot(x=healthcare_model, yesno =2, type = 0, extra = 0)
###Here is a regression tree looking at the age and comparing it to the body mass and cost of health care for each patient. It looks like those who smoke and have large BMI and are older pay more in healthcare cost.
#create the model
healthcare_model<- rpart(formula= body_mass ~ .,
data=healthcare,
method= "anova")
#Display the results
rpart.plot(x=healthcare_model, yesno =2, type = 0, extra = 0)
###Smokers have a lower body mass. BMI abive 31 who are smokers pay over 33K in healthcare cost. Patients with BMI over 36 pay 36K in healthcare cost.
#create the model
healthcare_model<- rpart(formula= no_children ~ .,
data=healthcare,
method= "anova")
#Display the results
rpart.plot(x=healthcare_model, yesno =2, type = 0, extra = 0)
### Here you can follow the tree and determing the cost of healthcare by the number of children you have.
#create the model
healthcare_model<- rpart(formula= prev_balance ~ .,
data=healthcare,
method= "anova")
#Display the results
rpart.plot(x=healthcare_model, yesno =2, type = 0, extra = 0)
n <- nrow(healthcare)
n
[1] 1338
#rows
nrow(health_train)
[1] 1070
#calculate 80% of the rows
n_train <- round(0.80 * n)
n_train
[1] 1070
set.seed(123)
#create an index that is 80% of the data
train_ind <- sample(1:n, n_train)
#seperate the trian protion
health_train <- healthcare[train_ind,]
#see if it worked but counting
#using the "-" sign seperate the test portion
health_test <- healthcare[-train_ind,]
handle both numerical and categorical feature input can handle missing data elegantly robost to outlier requires little data preparation can model non linear data
high variance cause model poor performance
#train the model to predict the binary response, "costs"
healthcare_coststrain <- rpart(formula = region ~.,
data=health_train,
method="class")
rpart.plot(x=healthcare_coststrain, yesno =2, type = 0, extra = 0)
print(healthcare_coststrain)
n= 1070
node), split, n, loss, yval, (yprob)
* denotes terminal node
1) root 1070 766 southeast (0.24766355 0.22803738 0.28411215 0.24018692)
2) body_mass< 32.9825 696 496 northeast (0.28735632 0.27155172 0.20402299 0.23706897)
4) age_yrs< 18.5 33 14 northeast (0.57575758 0.00000000 0.42424242 0.00000000) *
5) age_yrs>=18.5 663 474 northwest (0.27300151 0.28506787 0.19306184 0.24886878)
10) age_yrs>=19.5 622 441 northeast (0.29099678 0.26848875 0.20418006 0.23633441)
20) body_mass< 23.58 113 64 northeast (0.43362832 0.23893805 0.14159292 0.18584071) *
21) body_mass>=23.58 509 369 northwest (0.25933202 0.27504912 0.21807466 0.24754420)
42) costs>=8948.072 269 182 northeast (0.32342007 0.26394052 0.18959108 0.22304833) *
43) costs< 8948.072 240 171 northwest (0.18750000 0.28750000 0.25000000 0.27500000)
86) gender=male 118 76 northwest (0.22881356 0.35593220 0.16949153 0.24576271) *
87) gender=female 122 82 southeast (0.14754098 0.22131148 0.32786885 0.30327869)
174) body_mass>=27.71 78 47 southeast (0.16666667 0.19230769 0.39743590 0.24358974) *
175) body_mass< 27.71 44 26 southwest (0.11363636 0.27272727 0.20454545 0.40909091) *
11) age_yrs< 19.5 41 19 northwest (0.00000000 0.53658537 0.02439024 0.43902439) *
3) body_mass>=32.9825 374 212 southeast (0.17379679 0.14705882 0.43315508 0.24598930) *
#train the model to predict the binary response, "costs"
healthcare_coststrain <- rpart(formula = gender ~.,
data=health_train,
method="class")
rpart.plot(x=healthcare_coststrain, yesno =2, type = 0, extra = 0)
print(healthcare_coststrain)
n= 1070
node), split, n, loss, yval, (yprob)
* denotes terminal node
1) root 1070 531 male (0.4962617 0.5037383)
2) costs>=1997.439 996 481 female (0.5170683 0.4829317)
4) costs< 29793.37 865 396 female (0.5421965 0.4578035)
8) age_yrs< 20.5 58 17 female (0.7068966 0.2931034) *
9) age_yrs>=20.5 807 379 female (0.5303594 0.4696406)
18) prev_balance>=718.3705 295 123 female (0.5830508 0.4169492) *
19) prev_balance< 718.3705 512 256 female (0.5000000 0.5000000)
38) body_mass< 23.6775 65 23 female (0.6461538 0.3538462)
76) prev_balance< -38.75311 49 12 female (0.7551020 0.2448980) *
77) prev_balance>=-38.75311 16 5 male (0.3125000 0.6875000) *
39) body_mass>=23.6775 447 214 male (0.4787472 0.5212528)
78) prev_balance>=-3164.895 384 191 female (0.5026042 0.4973958)
156) prev_balance< -2388.678 37 12 female (0.6756757 0.3243243) *
157) prev_balance>=-2388.678 347 168 male (0.4841499 0.5158501)
314) prev_balance>=-2279.908 339 168 male (0.4955752 0.5044248)
628) body_mass>=27.4775 262 124 female (0.5267176 0.4732824)
1256) body_mass< 27.8325 9 1 female (0.8888889 0.1111111) *
1257) body_mass>=27.8325 253 123 female (0.5138340 0.4861660)
2514) region=northeast,southeast 138 59 female (0.5724638 0.4275362) *
2515) region=northwest,southwest 115 51 male (0.4434783 0.5565217)
5030) body_mass>=32.49 60 24 female (0.6000000 0.4000000)
10060) age_yrs< 53.5 49 15 female (0.6938776 0.3061224) *
10061) age_yrs>=53.5 11 2 male (0.1818182 0.8181818) *
5031) body_mass< 32.49 55 15 male (0.2727273 0.7272727) *
629) body_mass< 27.4775 77 30 male (0.3896104 0.6103896) *
315) prev_balance< -2279.908 8 0 male (0.0000000 1.0000000) *
79) prev_balance< -3164.895 63 21 male (0.3333333 0.6666667) *
5) costs>=29793.37 131 46 male (0.3511450 0.6488550) *
3) costs< 1997.439 74 16 male (0.2162162 0.7837838) *
#train the model to predict the binary response, "costs"
healthcare_coststrain <- rpart(formula = smoker ~.,
data=health_train,
method="class")
rpart.plot(x=healthcare_coststrain, yesno =2, type = 0, extra = 0)
print(healthcare_coststrain)
n= 1070
node), split, n, loss, yval, (yprob)
* denotes terminal node
1) root 1070 220 no (0.79439252 0.20560748)
2) costs< 15294.71 789 8 no (0.98986058 0.01013942) *
3) costs>=15294.71 281 69 yes (0.24555160 0.75444840)
6) costs< 32328.5 157 66 yes (0.42038217 0.57961783)
12) body_mass>=30.01 40 0 no (1.00000000 0.00000000) *
13) body_mass< 30.01 117 26 yes (0.22222222 0.77777778)
26) costs>=24453.36 35 15 yes (0.42857143 0.57142857)
52) age_yrs< 52.5 15 5 no (0.66666667 0.33333333) *
53) age_yrs>=52.5 20 5 yes (0.25000000 0.75000000) *
27) costs< 24453.36 82 11 yes (0.13414634 0.86585366) *
7) costs>=32328.5 124 3 yes (0.02419355 0.97580645) *
Predicting class labels for test data
class_prediction <- predict(object=healthcare_coststrain,
newdata = health_test,
type = "class")
print(class_prediction)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
no no yes yes no no no no no no no yes yes no no no no no
19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36
no no no no no yes no no no yes no yes no yes no no no yes
37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54
no no no yes yes yes no no yes no yes no no no yes no no no
55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72
no no no no yes no no no no no no no no no no yes no no
73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90
no no no no no no no no no no no no no no no no yes yes
91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108
yes no yes no no no no no yes no yes no no no yes no no yes
109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126
no yes no no no no no no yes no no yes no yes no no yes no
127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144
no no no yes no no yes yes no yes yes no no no no no no no
145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162
yes yes no no no no no no no no no no yes no no no no no
163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180
no no no no no no no no no no no no no yes no no no no
181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198
yes yes no no no no no no no no no no no no no no no no
199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216
no no yes no no no yes yes no no no yes no no yes no yes yes
217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234
no no no no no yes yes yes no no no no no no yes no no no
235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252
no no no no yes no no no no no yes no yes no no no no yes
253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268
no yes no yes no no no yes no no no no no no no no
Levels: no yes
# Look at the data
str(healthcare)
Classes 'spec_tbl_df', 'tbl_df', 'tbl' and 'data.frame': 1338 obs. of 8 variables:
$ age_yrs : num 18 43 62 49 46 63 41 55 52 25 ...
$ gender : chr "female" "female" "male" "female" ...
$ body_mass : num 42.2 30.7 37.4 23.2 40.4 ...
$ no_children : num 0 2 0 2 2 0 3 2 0 0 ...
$ smoker : chr "yes" "no" "no" "no" ...
$ region : chr "southeast" "northwest" "southwest" "northwest" ...
$ prev_balance: num -17938 195 -4273 1480 -671 ...
$ costs : num 38793 8311 12979 10157 8733 ...
- attr(*, "spec")=
.. cols(
.. age_yrs = col_double(),
.. gender = col_character(),
.. body_mass = col_double(),
.. no_children = col_double(),
.. smoker = col_character(),
.. region = col_character(),
.. prev_balance = col_double(),
.. costs = col_double()
.. )
# Set seed and create assignment
set.seed(1)
assignment <- sample(1:3, size = nrow(healthcare), prob = c(0.7, 0.15, 0.15), replace = TRUE)
# Create a train, validation and tests from the original data frame
costs_train <- healthcare[assignment == 1, ] # subset grade to training indices only
costs_valid <- healthcare[assignment == 2, ] # subset grade to validation indices only
costs_test <- healthcare[assignment == 3, ] # subset grade to test indices only
# Train the model
costs_model <- rpart(formula = costs ~ .,
data = costs_train,
method = "anova")
# Look at the model output
print(costs_model)
n= 935
node), split, n, deviance, yval
* denotes terminal node
1) root 935 145503000000 13463.960
2) smoker=no 737 27519870000 8372.520
4) age_yrs< 44.5 444 9898037000 5531.242
8) prev_balance>=-2987.364 434 7934463000 5241.341
16) prev_balance< 2675.865 417 5768731000 4867.923 *
17) prev_balance>=2675.865 17 681280900 14401.050 *
9) prev_balance< -2987.364 10 344100800 18112.970 *
5) age_yrs>=44.5 293 8605910000 12678.070 *
3) smoker=yes 198 27764810000 32415.420
6) body_mass< 30.01 94 2789057000 21585.910 *
7) body_mass>=30.01 104 3987441000 42203.640 *
# Plot the tree model
rpart.plot(x = costs_model, yesno = 2, type = 0, extra = 0)
library(caret)
Loading required package: lattice
Attaching package: 'lattice'
The following object is masked from 'package:corrgram':
panel.fill
Attaching package: 'caret'
The following object is masked from 'package:purrr':
lift
# Generate predictions on a test set
pred <- predict(object = costs_model, # model object
newdata = costs_test) # test dataset
# Compute the RMSE
RMSE <- function(error) { sqrt(mean(error^2)) }
#RMSE(actual = costs_test$costs,
# predicted = pred)
RMSE <- function(error) { sqrt(mean(error^2)) }
RMSE(costs_test$costs)
[1] 17093.09
mae <- function(error) { mean(abs(error)) }
mae(costs_test$costs)
[1] 12887.8
rmse1 <- mean((costs_test$costs - pred)^2)
print(rmse1)
[1] 13941695
#root mean squared error
print(rmse1^0.5)
[1] 3733.858
# Plot the "CP Table" matrix of info on optimal pruning
plotcp(costs_model)
# Print the "CP Table"
print(costs_model$cptable)
CP nsplit rel error xerror xstd
1 0.62004448 0 1.0000000 1.0017461 0.06153153
2 0.14424656 1 0.3799555 0.3832674 0.02310000
3 0.06196382 2 0.2357090 0.2398942 0.01743371
4 0.01113017 3 0.1737451 0.1812306 0.01561988
5 0.01020220 4 0.1626150 0.1850294 0.01615821
6 0.01000000 5 0.1524128 0.1816746 0.01588088
# Retrieve optimal cp value based on cross-validated error
opt_index <- which.min(costs_model$cptable[, "xerror"])
cp_opt <- costs_model$cptable[opt_index, "CP"]
# Prune the model (to optimized cp value) trim off least important splits based on CP
costs_model_opt <- prune(tree = costs_model,
cp = cp_opt)
# Plot the optimized model
rpart.plot(x = costs_model_opt, yesno = 2, type = 0, extra = 0)
###Prune function provides the optimal prunings based on the cp value. We prune the tree to avoid any overfitting of the data. The convention is to have a small tree and the one with least cross validated error given by print() function i.e. ‘xerror’. Plotcp() provides a graphical representation to the cross validated error summary. The cp values are plotted against the geometric mean to depict the deviation until the minimum value is reached. The default value of the cp is .01. In the table is shows that 4 splits will give use the best decision tree and avoiding any overfitting of the data.
These are the 4 splits the decision tree gave us after using the training model and pruning it shown in the diagram above. The decision tree after pruning shows that 4 price values. 1. Patients who are non smoker, younger than 45 pay around $5531 for healthcare cost. 2. Patients who are non smoker, older than 45 pay around $13,000 for healthcare cost. 3. Patients who are smoker, BMI less than 30 pay around $22,000 for healthcare cost. 4. Patients who are smoker, BMI greater than 30 pay around $42,000 for healthcare cost.
# Establish a list of possible values for minsplit and maxdepth
minsplit <- seq(1, 4, 1)
maxdepth <- seq(1, 6, 1)
# Create a data frame containing all combinations
hyper_grid <- expand.grid(minsplit = minsplit, maxdepth = maxdepth)
# Check out the grid
head(hyper_grid)
minsplit maxdepth
1 1 1
2 2 1
3 3 1
4 4 1
5 1 2
6 2 2
# Print the number of grid combinations
nrow(hyper_grid)
[1] 24
write look to train grid of models and store models in list
# Number of potential models in the grid
num_models <- nrow(hyper_grid)
# Create an empty list to store models
costs_models1 <- list()
# Write a loop over the rows of hyper_grid to train the grid of models
for (i in 1:num_models) {
# Get minsplit, maxdepth values at row i
minsplit <- hyper_grid$minsplit[i]
maxdepth <- hyper_grid$maxdepth[i]
# Train a model and store in the list
costs_models1[[i]] <- rpart(formula = costs ~ .,
data = costs_train,
method = "anova",
minsplit = minsplit,
maxdepth = maxdepth)
}
split healthcare dataset into training, validating and test earlier. Validation set used to evaluate performace of model and used to compare the performace of a group of models with goal of choosing “best model”. Once I have best model, final estimate of performance is computed on test set. Test set should only ever be used to estimate model performance and should not be used in model selection.
library(broom)
# Number of potential models in the grid
num_models <- length(costs_models1)
# Create an empty vector to store RMSE values
rmse_values <- c()
# Write a loop over the models to compute validation RMSE
for (i in 1:num_models) {
# Retrieve the i^th model from the list
model <- costs_models1[[i]]
# Generate predictions on grade_valid
pred <- predict(object = model,
newdata = costs_valid)
#Compute validation RMSE and add to the
RMSE <- function(error) { sqrt(mean(error^2)) }
rmse_values[i] <- RMSE(costs_valid$costs)
rmse_values[i]
}
# Function for Root Mean Squared Error
RMSE <- function(error) { sqrt(mean(error^2)) }
RMSE(costs_valid$costs)
[1] 16939.14
RMSE(costs_test$costs) #RMSE(fit$residuals)
[1] 17093.09
# Function for Mean Absolute Error
mae <- function(error) { mean(abs(error)) }
mae(costs_valid$costs)
[1] 12753.34
mae(costs_test$costs)
[1] 12887.8
# Identify the model with smallest validation set RMSE
best_model <- costs_models1[[which.min(rmse_values)]]
# Print the model paramters of the best model
best_model$control
$minsplit
[1] 1
$minbucket
[1] 0
$cp
[1] 0.01
$maxcompete
[1] 4
$maxsurrogate
[1] 5
$usesurrogate
[1] 2
$surrogatestyle
[1] 0
$maxdepth
[1] 1
$xval
[1] 10
# Compute test set RMSE on best_model
pred <- predict(object = best_model,
newdata = costs_test)
RMSE <- function(error) { sqrt(mean(error^2)) }
RMSE_best_model <- RMSE(costs_test$costs)
RMSE_best_model
[1] 17093.09
*****************Test***************
# R^2 and adjusted R^2
#summary(mdl)
# add random noise
healthcare_noisy <- healthcare %>%
mutate(noise = rnorm(nrow(healthcare)))
# compute new model
mdl2 <- lm(costs ~ body_mass + smoker + age_yrs +no_children +noise, data = healthcare_noisy)
# new R^2 and adjusted R^2
summary(mdl2)
Call:
lm(formula = costs ~ body_mass + smoker + age_yrs + no_children +
noise, data = healthcare_noisy)
Residuals:
Min 1Q Median 3Q Max
-11899.1 -2892.0 -967.9 1474.1 29868.5
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -12142.22 942.04 -12.889 < 2e-16 ***
body_mass 323.02 27.38 11.798 < 2e-16 ***
smokeryes 23818.78 411.10 57.939 < 2e-16 ***
age_yrs 257.82 11.89 21.680 < 2e-16 ***
no_children 473.38 137.74 3.437 0.000607 ***
noise 243.03 171.77 1.415 0.157343
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 6066 on 1332 degrees of freedom
Multiple R-squared: 0.7501, Adjusted R-squared: 0.7491
F-statistic: 799.5 on 5 and 1332 DF, p-value: < 2.2e-16
# return a vector
predict(mdl2)
1 2 3 4 5
30345.217057 9657.116538 15822.390773 8879.803494 13493.228333
6 7 8 9 10
15524.551167 10602.605802 13692.864275 13901.927703 2684.502250
11 12 13 14 15
14988.798696 32155.741463 5831.717362 10235.408397 13972.037024
16 17 18 19 20
5683.889069 8607.188676 10114.735423 34675.552428 6902.513541
21 22 23 24 25
14176.807951 13610.814512 6877.509934 9438.211795 10119.858566
26 27 28 29 30
34718.160457 14479.362075 4265.401659 11872.234799 34713.675685
31 32 33 34 35
3492.251204 3511.812875 31637.603116 14067.431909 37075.643233
36 37 38 39 40
7342.411391 33284.394993 13540.536915 14413.327099 24382.602527
41 42 43 44 45
40045.243087 13887.706868 16509.216941 307.016941 5075.374966
46 47 48 49 50
3954.346417 4024.546526 37565.113661 11533.867490 1933.821476
51 52 53 54 55
4555.186288 7194.863054 2682.301831 13170.489277 35810.332284
56 57 58 59 60
13691.268322 5950.352690 8644.113018 30929.932011 11513.973000
61 62 63 64 65
8073.163944 1657.296447 1304.201791 35853.142986 8791.757361
66 67 68 69 70
7670.809599 13182.525546 4216.327849 33489.507147 32407.205596
71 72 73 74 75
25440.483701 3257.708941 23466.057193 4153.603479 16203.557119
76 77 78 79 80
13549.819866 5681.856257 11319.011039 8776.573970 5902.079956
81 82 83 84 85
6123.741815 10951.679231 9946.652586 27446.104259 10758.236438
86 87 88 89 90
5943.723619 6154.070332 11498.486068 15267.172410 4561.646863
91 92 93 94 95
9394.817189 2439.365608 34765.549099 13588.136495 5806.263822
96 97 98 99 100
5933.630729 1310.317533 33335.308977 12820.525162 38075.269566
101 102 103 104 105
2119.619403 17258.655328 10049.172860 3828.461944 9968.260401
106 107 108 109 110
12076.077726 6737.274583 1984.292001 11207.790136 12626.409608
111 112 113 114 115
4464.229172 7282.414861 28593.071403 14779.322105 6464.883850
116 117 118 119 120
14188.128171 8391.905272 8219.688418 34710.993171 38560.184311
121 122 123 124 125
2556.060185 5891.553290 12133.805692 5234.314138 4458.329760
126 127 128 129 130
34569.684971 8346.449218 36916.327716 28601.363224 4235.801283
131 132 133 134 135
10603.470266 2419.936973 11582.055589 8420.387972 10762.942954
136 137 138 139 140
-723.838601 30160.292883 13101.707884 10621.168457 7028.138627
141 142 143 144 145
8216.189634 15638.071420 16868.557306 2424.033375 9160.600002
146 147 148 149 150
4612.178913 9842.050045 36857.134316 11771.434938 30253.807602
151 152 153 154 155
10918.454503 10391.908729 10961.327615 6436.981131 39657.445657
156 157 158 159 160
31538.841676 6007.021198 5873.838568 16445.635694 9365.662154
161 162 163 164 165
8973.472691 31039.062524 3245.547402 13842.117352 6240.558080
166 167 168 169 170
7212.562484 31229.829447 11763.470548 471.279788 12339.209926
171 172 173 174 175
8150.501535 12436.092915 31994.873246 25696.277778 4349.995577
176 177 178 179 180
546.190545 40174.801073 6830.736201 5826.643476 4598.172379
181 182 183 184 185
8314.136549 8720.753537 8849.699557 3759.416982 11594.986862
186 187 188 189 190
5013.872610 2087.209068 4466.503671 6132.773888 9962.820411
191 192 193 194 195
10297.049289 1287.398976 6001.706815 7013.604922 7539.839681
196 197 198 199 200
30180.489122 12960.662419 11058.295640 10552.415948 33714.425361
201 202 203 204 205
34555.559235 32041.676714 6636.921129 10597.356778 12053.000431
206 207 208 209 210
29569.227115 12956.119925 2552.983515 10864.919278 4038.910108
211 212 213 214 215
8276.885133 2643.715879 10266.207518 1627.164007 9525.593367
216 217 218 219 220
12764.825407 3623.334383 9946.372789 11843.439804 7472.918476
221 222 223 224 225
3765.568706 4303.260480 7969.475117 7374.841913 29677.715895
226 227 228 229 230
11305.792050 2570.082682 3187.161711 15698.703090 32554.864823
231 232 233 234 235
6966.234026 2693.231989 3992.481549 13366.413335 39284.898424
236 237 238 239 240
15234.322130 2605.320232 9211.493079 6037.298465 23953.272465
241 242 243 244 245
7517.739388 22906.531756 1976.176970 10699.972238 4895.035675
246 247 248 249 250
12470.386346 4969.423409 2262.592359 25545.466722 2523.614020
251 252 253 254 255
5319.049112 28602.481662 5793.691257 35521.650624 28042.037744
256 257 258 259 260
36497.921527 13317.460722 8023.941431 2185.707240 10153.209455
261 262 263 264 265
11816.318167 38844.245405 6739.955618 30797.703109 4735.287847
266 267 268 269 270
10072.914777 28860.281712 6656.054121 9646.424779 10732.736513
271 272 273 274 275
18887.886166 8458.931783 12557.409401 27110.136895 7424.813314
276 277 278 279 280
2666.462118 11562.680092 14745.933907 2460.749028 8817.178857
281 282 283 284 285
12182.488054 11146.559008 10291.639605 10954.881257 9660.466896
286 287 288 289 290
35491.588846 14353.018389 7429.791075 -647.471317 14306.014171
291 292 293 294 295
32243.144574 8085.719358 4095.515959 3308.713986 12946.430415
296 297 298 299 300
15271.509465 26661.131624 5473.382634 15515.910579 5643.577043
301 302 303 304 305
35763.207509 5539.873747 6742.347179 11480.877213 11316.952019
306 307 308 309 310
9338.982306 1910.037688 6037.316626 36668.970295 6481.942120
311 312 313 314 315
14119.017608 9767.007188 12080.651562 2075.178620 13354.042012
316 317 318 319 320
13885.233737 7883.711163 9448.330177 5817.396571 12276.381942
321 322 323 324 325
6422.318504 17251.041355 33553.491719 35833.701618 3153.515658
326 327 328 329 330
33065.727880 11373.421163 6328.741440 13846.420949 10252.655556
331 332 333 334 335
13104.692493 12598.669760 11064.334568 12197.663785 17842.488962
336 337 338 339 340
5479.194116 9440.784460 9530.396136 30050.974181 16737.936080
341 342 343 344 345
1161.747720 33074.006232 11988.052547 8812.202713 1984.459068
346 347 348 349 350
3146.399704 4161.751395 30477.471044 6198.946002 9967.611490
351 352 353 354 355
9391.189745 11577.924172 28575.500345 8441.810778 4845.137773
356 357 358 359 360
14421.170781 7909.338510 30233.682157 9814.614807 13200.465036
361 362 363 364 365
7680.145994 10885.759153 9326.862391 36791.305213 8481.581711
366 367 368 369 370
40069.902538 8263.382891 2595.774437 7598.781619 14006.885213
371 372 373 374 375
3771.791478 5329.253278 11450.968247 13657.378767 3902.735884
376 377 378 379 380
5224.712880 7608.671671 8144.113305 12070.793840 10604.412997
381 382 383 384 385
7580.318047 6365.387176 5715.760486 5803.495058 7193.837457
386 387 388 389 390
10812.265500 9962.769629 4893.611044 13384.669223 12611.594553
391 392 393 394 395
14094.572562 8502.013668 15336.842119 11959.958970 4027.487247
396 397 398 399 400
13579.230850 12778.182953 16631.511377 7300.603280 11049.158348
401 402 403 404 405
1045.496714 4687.621088 29797.538528 25735.129799 9384.676512
406 407 408 409 410
6259.246663 9633.926834 29284.134288 7572.157824 4671.765333
411 412 413 414 415
25711.000084 35041.055385 3659.315479 11811.178303 3547.633655
416 417 418 419 420
7559.698313 9560.602259 10914.942350 5972.349459 9674.422182
421 422 423 424 425
15494.198191 7378.455011 6380.910316 4176.458076 7943.767853
426 427 428 429 430
29589.609072 8863.707436 4582.796815 5121.517813 6320.485905
431 432 433 434 435
10001.078885 14204.021987 28794.205046 782.627626 2281.839127
436 437 438 439 440
29868.437534 5560.074074 3154.486151 2403.458515 32882.225910
441 442 443 444 445
12382.501134 -405.526673 22919.971208 39246.441605 5453.321752
446 447 448 449 450
26040.310467 15731.151325 39123.754470 12031.817304 12270.344419
451 452 453 454 455
13281.444934 14428.312371 37604.480617 15282.321065 38170.382069
456 457 458 459 460
13204.515828 34281.116955 -428.195230 4344.554508 11694.317181
461 462 463 464 465
951.475691 5046.913202 28689.079946 7845.626566 37345.559602
466 467 468 469 470
8911.184173 2315.114786 11058.418523 3728.341929 9117.674326
471 472 473 474 475
12122.064712 4140.334370 5868.379966 5459.124689 8112.311692
476 477 478 479 480
15012.898305 10513.208909 8341.118412 15738.994456 5198.596193
481 482 483 484 485
13151.869923 14518.406274 11831.321030 4982.406543 12022.661111
486 487 488 489 490
-2713.135800 4478.785664 26321.582173 30354.384913 8469.872869
491 492 493 494 495
6038.726891 38047.178069 7251.902818 8512.485774 3436.320160
496 497 498 499 500
31117.348057 9939.350493 28068.459002 6687.999031 749.049988
501 502 503 504 505
6287.382669 27176.650447 11288.081196 7825.654029 10088.448474
506 507 508 509 510
33711.258886 -352.241856 5467.287262 11232.427951 7824.888817
511 512 513 514 515
26496.708764 9008.490614 11511.944959 10277.948306 11443.044139
516 517 518 519 520
33909.140868 12120.407562 7452.458942 37596.583835 9187.502396
521 522 523 524 525
30872.878159 5040.870839 26871.046924 15270.309875 31140.806170
526 527 528 529 530
16172.682870 17017.542928 39468.072621 6612.158501 7319.635512
531 532 533 534 535
14898.739362 13144.413146 6317.955144 14606.457439 25649.373679
536 537 538 539 540
7131.442995 25663.168218 3910.613351 6227.423435 9110.923372
541 542 543 544 545
28184.094270 9119.148903 9414.467991 17113.211444 8713.970099
546 547 548 549 550
1957.752377 11694.142826 11125.438075 3468.689393 36687.424849
551 552 553 554 555
35298.576354 4066.066395 32827.085756 2210.344383 39278.704259
556 557 558 559 560
11635.258244 8270.003599 12344.040772 28214.810632 31996.120362
561 562 563 564 565
1681.956431 26827.284757 -318.968845 9287.189655 14182.821527
566 567 568 569 570
9931.606458 11609.733928 10512.771412 3139.922688 10378.781378
571 572 573 574 575
9937.867737 11871.241769 8452.038228 6024.534928 5351.070374
576 577 578 579 580
4888.784805 29081.249507 9288.424914 1482.186888 7044.445469
581 582 583 584 585
3278.427349 6791.378540 8968.441239 2867.979217 26963.288449
586 587 588 589 590
1816.480193 13282.241416 7527.503111 7208.059555 2731.009379
591 592 593 594 595
12792.302286 11971.352707 5365.193798 4154.961807 32104.504063
596 597 598 599 600
12282.741112 -520.263270 5981.628672 13874.136458 31532.546903
601 602 603 604 605
11842.037674 13485.843082 31981.356666 11190.919869 10988.767762
606 607 608 609 610
26105.720899 11927.704942 4396.099890 12636.720328 10177.485348
611 612 613 614 615
10341.161474 14723.509197 7775.071878 7641.414336 9524.135985
616 617 618 619 620
10797.431131 36465.646029 25795.352506 11266.339186 4300.528043
621 622 623 624 625
11488.017573 15155.630361 33841.003600 10240.246507 11752.398423
626 627 628 629 630
4395.149551 17700.970623 15958.152817 12307.230478 1651.499954
631 632 633 634 635
27706.447143 35564.548059 4835.856863 13935.040526 14030.324476
636 637 638 639 640
26538.941828 4835.501587 1172.773194 36460.855850 12095.416220
641 642 643 644 645
27719.787027 14564.123000 1272.380349 12858.000212 6466.186973
646 647 648 649 650
-444.995194 11478.782116 17201.990453 28137.724674 9854.656128
651 652 653 654 655
7629.529017 27507.850509 877.207756 37425.695014 12221.152494
656 657 658 659 660
13732.479645 10719.744213 29781.573639 10266.126352 6317.180560
661 662 663 664 665
2261.075095 10043.225447 -85.887126 7303.381430 5117.948300
666 667 668 669 670
12050.092452 1282.152311 27231.359943 10057.237744 4526.887124
671 672 673 674 675
9709.103698 11094.555088 7905.170759 6848.877792 30728.631917
676 677 678 679 680
12288.639943 36250.895023 3001.871797 29786.842681 33608.209740
681 682 683 684 685
26439.571360 8241.214206 13583.548397 7832.605878 5114.012508
686 687 688 689 690
4903.986208 1595.714701 9555.507700 37375.506281 11537.803693
691 692 693 694 695
25180.053155 11592.348824 6861.521171 -7.254616 2467.182970
696 697 698 699 700
6760.042228 29680.536679 4065.614555 5285.426475 5614.533376
701 702 703 704 705
18086.748318 31054.111297 4648.111264 9333.781904 27986.024776
706 707 708 709 710
16013.173484 2554.976729 14650.832235 15773.188731 8839.107277
711 712 713 714 715
11967.909144 3529.973106 10366.490220 11747.881754 2580.336563
716 717 718 719 720
12583.606691 8065.223038 4088.399427 3340.730806 4917.220933
721 722 723 724 725
2792.653107 33799.817342 15021.360341 10517.520600 8422.688975
726 727 728 729 730
10862.196340 29225.681035 2447.470642 34081.604666 2691.984390
731 732 733 734 735
8485.191815 7379.956785 16293.016687 5315.592495 9127.759691
736 737 738 739 740
9694.751575 2037.979663 5178.849568 8578.215403 5844.418457
741 742 743 744 745
11921.981533 6700.911008 10427.114281 12959.897153 25288.671655
746 747 748 749 750
37967.609395 12076.311793 15435.777690 9573.105972 11301.618491
751 752 753 754 755
5542.281766 14057.774244 5680.091814 31240.789097 28742.257568
756 757 758 759 760
2883.641511 11247.858083 8311.716955 6012.227983 5777.250170
761 762 763 764 765
36286.728591 40885.134563 8583.126679 6497.706302 11628.545846
766 767 768 769 770
28553.653361 9488.213700 12192.527815 4910.352360 7361.090045
771 772 773 774 775
9668.118561 11050.731697 5032.667317 -2051.187097 15718.167107
776 777 778 779 780
29370.667634 14786.593786 10889.729327 7641.931530 2787.664443
781 782 783 784 785
6099.438193 878.625224 5348.836767 4379.329791 6770.660336
786 787 788 789 790
12132.409589 32417.096748 31392.775551 16660.473265 13710.383731
791 792 793 794 795
9261.493286 3511.953775 26555.764352 30915.209453 6229.319290
796 797 798 799 800
19103.030808 3179.622510 39400.465733 5479.660243 34742.598280
801 802 803 804 805
7772.333452 11361.954681 9155.855653 5790.414840 3989.928987
806 807 808 809 810
3200.916526 8126.612026 7507.341695 10916.035730 35426.935037
811 812 813 814 815
10829.826361 14907.341429 6876.194826 5236.450863 28481.316597
816 817 818 819 820
9061.521771 34816.277357 3377.575281 13416.628968 29397.025230
821 822 823 824 825
7887.415724 7710.266086 26895.805363 13759.129791 12406.225447
826 827 828 829 830
11881.640802 31075.908958 6004.747246 5305.516148 15433.890764
831 832 833 834 835
12919.706777 6796.827137 7805.789497 14091.677029 583.332501
836 837 838 839 840
3220.520590 3151.095660 9939.057792 4341.125555 1515.422454
841 842 843 844 845
7329.064533 11370.852438 33744.479272 9924.812875 14537.160305
846 847 848 849 850
8229.919789 7370.612506 12519.786452 6835.866235 40360.352263
851 852 853 854 855
13785.185908 6935.234468 18498.115784 12393.981678 3061.300644
856 857 858 859 860
9213.335773 9431.473621 3318.932470 2659.403928 37120.771320
861 862 863 864 865
9932.125914 9703.804252 5238.239674 14834.646625 40458.804068
866 867 868 869 870
10833.284774 28675.901694 9959.150355 2100.604787 7.894474
871 872 873 874 875
3079.655219 9299.277097 15657.382836 4270.212270 6278.292259
876 877 878 879 880
7524.843220 11269.392505 18186.928043 9670.333632 12642.001148
881 882 883 884 885
9775.574116 1872.833712 36084.341158 13038.448449 3373.960420
886 887 888 889 890
16016.662469 14336.824636 36202.093147 37308.624820 2548.452324
891 892 893 894 895
1815.749097 38841.004438 14715.936276 6254.805536 10736.682023
896 897 898 899 900
10353.883207 570.382563 33394.505185 5692.495808 10678.663774
901 902 903 904 905
6252.244822 12976.027521 5051.406914 25863.137007 3289.183010
906 907 908 909 910
7286.971889 8050.877237 34191.447697 7529.521152 4282.839605
911 912 913 914 915
2626.704105 7326.658881 34194.999764 9116.327884 3470.073218
916 917 918 919 920
1006.599103 892.911262 7774.613312 3102.478669 5758.608773
921 922 923 924 925
10581.182377 7622.514952 10835.533788 32724.354996 6281.490115
926 927 928 929 930
4715.544779 2428.107404 12715.293190 15729.311630 1978.763669
931 932 933 934 935
5959.036576 9167.304118 10239.114699 12816.988202 15449.096312
936 937 938 939 940
37458.216429 565.761711 7151.019521 29877.774736 6599.053077
941 942 943 944 945
2105.054246 10945.831503 9680.336797 8411.039428 10951.921533
946 947 948 949 950
32356.453937 16340.921848 7091.791361 3437.259103 11154.272795
951 952 953 954 955
10616.412489 35824.735635 4726.675427 11713.639844 5139.553030
956 957 958 959 960
31368.932773 4335.746204 5401.314483 10566.053607 10135.156478
961 962 963 964 965
28774.932811 13636.523659 6578.122766 -1398.469094 32411.568434
966 967 968 969 970
12117.697399 759.603850 3336.858959 15340.700928 15450.885471
971 972 973 974 975
10106.762908 9975.534794 16917.539517 8287.874162 15108.162989
976 977 978 979 980
24905.664146 4177.016790 9460.491540 10727.661478 17824.314653
981 982 983 984 985
33348.544505 2618.087283 39382.809466 10271.051440 2766.090315
986 987 988 989 990
14417.984598 707.077112 30664.533861 4785.353363 5289.645280
991 992 993 994 995
5140.992977 27588.338484 2499.112237 3455.875523 10454.332626
996 997 998 999 1000
32883.638473 11506.878418 3271.024594 9479.884796 15581.266209
1001 1002 1003 1004 1005
35959.512072 883.229678 5590.456165 6999.418858 11452.525675
1006 1007 1008 1009 1010
13772.463961 9987.175973 11365.021794 8427.777285 9884.349094
1011 1012 1013 1014 1015
18088.408130 1644.906346 4427.842393 2334.429065 4725.056836
1016 1017 1018 1019 1020
17150.105463 5139.143046 11853.499929 2757.532377 11219.485554
1021 1022 1023 1024 1025
3254.228018 9126.586678 6805.755817 31192.061269 14088.722229
1026 1027 1028 1029 1030
7023.114762 6395.346836 39372.783292 28219.884951 3807.488075
1031 1032 1033 1034 1035
17443.347785 11349.172610 13551.660174 8651.413172 -440.724355
1036 1037 1038 1039 1040
34693.397559 32169.778472 13440.692921 34051.067425 33493.230080
1041 1042 1043 1044 1045
12421.039061 -1552.964854 3903.659652 11230.992665 13840.573630
1046 1047 1048 1049 1050
10119.303049 1519.345848 27858.289429 5895.132674 4531.751250
1051 1052 1053 1054 1055
24146.999456 9156.579470 32473.644242 24532.893770 15300.336890
1056 1057 1058 1059 1060
5276.102575 31265.597775 4365.536628 29316.709494 8354.941652
1061 1062 1063 1064 1065
5572.311516 29691.758431 8129.967925 1429.119003 1402.494188
1066 1067 1068 1069 1070
34709.045506 30027.214193 31576.118480 15775.026722 11420.288021
1071 1072 1073 1074 1075
12079.662336 11435.252347 11809.025821 27190.635944 4798.018012
1076 1077 1078 1079 1080
37813.933863 13439.136037 6651.864980 11949.165450 14867.387714
1081 1082 1083 1084 1085
9740.413584 1119.961691 8310.693523 30465.861220 1458.271563
1086 1087 1088 1089 1090
8868.884178 34979.149595 31550.041988 11484.715291 3540.113428
1091 1092 1093 1094 1095
24505.479010 37902.287877 36158.773539 3037.945866 9261.112026
1096 1097 1098 1099 1100
30165.964995 33326.962088 1982.761724 11051.379864 27605.955302
1101 1102 1103 1104 1105
9884.323068 12431.198057 15043.291724 3092.021263 37834.988273
1106 1107 1108 1109 1110
8305.283122 1622.167949 16169.646017 15299.534094 32159.554565
1111 1112 1113 1114 1115
5146.086161 9055.275581 14794.509649 14753.668846 3326.616382
1116 1117 1118 1119 1120
5838.647385 4720.232462 13580.596857 26043.802310 11080.277178
1121 1122 1123 1124 1125
39980.030204 5492.013213 5313.880923 13545.865431 10961.912351
1126 1127 1128 1129 1130
8581.699556 4222.221597 15032.257952 3018.136532 33027.533259
1131 1132 1133 1134 1135
3820.887988 32483.622820 10705.254171 5666.150590 7078.225202
1136 1137 1138 1139 1140
5048.918849 12208.759456 41368.071961 9583.366505 246.368060
1141 1142 1143 1144 1145
30586.941050 7233.921288 29624.949490 11224.881788 9029.749500
1146 1147 1148 1149 1150
23617.197359 36517.677525 31233.553473 11627.924906 26890.052441
1151 1152 1153 1154 1155
14441.178071 2482.446827 13975.653056 29.332582 30794.271085
1156 1157 1158 1159 1160
3344.480706 6099.668999 11689.313752 6106.758764 758.091881
1161 1162 1163 1164 1165
10972.665258 9974.223174 15169.235772 15094.736542 9525.976381
1166 1167 1168 1169 1170
-301.334283 14277.362372 -598.913532 8790.715167 9070.889420
1171 1172 1173 1174 1175
10984.856615 8889.461276 -682.268976 27890.235086 12399.113208
1176 1177 1178 1179 1180
11549.724995 7910.798567 25.169689 7376.612221 4178.557353
1181 1182 1183 1184 1185
30407.063563 3712.876911 8352.610129 11613.342667 11734.431644
1186 1187 1188 1189 1190
1096.525128 7316.897748 34248.893460 3429.934192 11919.288977
1191 1192 1193 1194 1195
16879.009819 13043.713652 8805.641391 14912.388849 1959.591373
1196 1197 1198 1199 1200
3976.322196 10446.900988 13011.855046 4129.696915 5228.803620
1201 1202 1203 1204 1205
3923.781639 14104.258782 38309.250315 11599.645780 10338.542860
1206 1207 1208 1209 1210
8805.874513 9054.397148 7062.780249 11120.389238 38740.977315
1211 1212 1213 1214 1215
11310.991879 667.942720 15863.710243 6992.993155 9639.580585
1216 1217 1218 1219 1220
30874.500078 5091.576938 7987.077529 9205.093012 10721.330323
1221 1222 1223 1224 1225
6067.823798 -909.329016 12950.772574 15763.803247 39387.772726
1226 1227 1228 1229 1230
5807.819621 35753.275957 30238.573131 16493.551855 30446.730946
1231 1232 1233 1234 1235
33322.895380 12333.179982 11717.475617 13956.803516 6845.635255
1236 1237 1238 1239 1240
12699.431158 12751.312341 5526.117411 8196.777154 8724.269664
1241 1242 1243 1244 1245
8932.417809 3845.407358 10953.420286 8978.074783 13100.449364
1246 1247 1248 1249 1250
113.430652 16452.956351 12671.156751 29844.913745 13466.160154
1251 1252 1253 1254 1255
7243.980074 4417.414498 28797.369719 34979.408285 4489.454284
1256 1257 1258 1259 1260
954.443911 12304.818918 10890.544566 3731.420763 34355.222606
1261 1262 1263 1264 1265
29328.627017 35061.621422 39273.412429 10017.887468 6828.094444
1266 1267 1268 1269 1270
26814.031612 10633.501193 5107.063019 13045.597774 11190.117653
1271 1272 1273 1274 1275
3782.009631 23943.380109 12375.279613 11399.590326 10529.546403
1276 1277 1278 1279 1280
27714.383685 15043.660368 8354.191677 33322.950230 8099.172782
1281 1282 1283 1284 1285
15103.562121 40022.157839 32801.932911 33400.515171 27059.466996
1286 1287 1288 1289 1290
1909.258331 1476.556032 30918.146986 9718.591217 32998.506889
1291 1292 1293 1294 1295
6519.256531 4766.941173 4908.665022 3802.841259 7337.504525
1296 1297 1298 1299 1300
11293.324958 9210.256364 31474.714380 9750.585062 8414.181847
1301 1302 1303 1304 1305
31778.594798 11073.167811 14944.780632 30101.487458 4528.369023
1306 1307 1308 1309 1310
12385.759135 683.846486 29613.840252 14214.316694 11136.242635
1311 1312 1313 1314 1315
2539.737186 15089.963564 17483.584416 5293.162042 9545.311182
1316 1317 1318 1319 1320
10768.410977 37570.377275 12947.220063 16275.093359 12616.696785
1321 1322 1323 1324 1325
12615.534967 8657.779418 8102.304478 11045.935379 4007.768339
1326 1327 1328 1329 1330
4585.249117 26485.358111 11251.577994 6250.490911 12283.617948
1331 1332 1333 1334 1335
27703.440151 8657.764231 32538.025549 11479.345192 32029.516831
1336 1337 1338
7201.641940 3894.686926 33738.686771
# return a data frame
augment(mdl2)
# A tibble: 1,338 x 13
costs body_mass smoker age_yrs no_children noise .fitted .se.fit
<dbl> <dbl> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
1 38793. 42.2 yes 18 0 1.58 30345. 641.
2 8311. 30.7 no 43 2 -0.599 9657. 251.
3 12979. 37.4 no 62 0 -0.416 15822. 402.
4 10157. 23.2 no 49 2 -0.187 8880. 334.
5 8733. 40.4 no 46 2 -0.876 13493. 378.
6 13982. 36.8 no 63 0 -1.86 15525. 509.
7 8538. 33.2 no 41 3 0.183 10603. 330.
8 12269. 32.8 no 55 2 0.499 13693. 301.
9 9635. 37.4 no 52 0 2.29 13902. 516.
10 2138. 25.7 no 25 0 0.275 2685. 314.
# … with 1,328 more rows, and 5 more variables: .resid <dbl>, .hat <dbl>,
# .sigma <dbl>, .cooksd <dbl>, .std.resid <dbl>
library(tidyverse)
library(dbplyr)
Attaching package: 'dbplyr'
The following objects are masked from 'package:dplyr':
ident, sql
library(mlbench)
#mdl%>% augment()%>%arange(desc(.hat))%>%
# head()
dim(healthcare)
[1] 1338 8
Use the National Health and Nutrition Examination Survey dataset nhanes (see below) for this problem.
# Do not change the code in this chunk!
nhanes <- read_csv('nhanes.csv')
Diabetes data set
library(mlbench)
data("nhanes")
Warning in data("nhanes"): data set 'nhanes' not found
glimpse(nhanes)
Observations: 26,193
Variables: 36
$ INDFMPIR <dbl> 4.65, 5.00, 5.00, 5.00, 0.46, 1.06, 1.22, 3.03, 1.76, 1…
$ RIAGENDR <chr> "Female", "Male", "Female", "Male", "Male", "Female", "…
$ RIDAGEYR <dbl> 44, 70, 16, 19, 21, 16, 79, 59, 27, 44, 62, 38, 43, 71,…
$ RIDRETH1 <chr> "Non-Hispanic Black", "Non-Hispanic White", "Non-Hispan…
$ DR1_300 <chr> "Much less than usual", "Usual", "Much less than usual"…
$ DR1_320Z <dbl> 192.56, 829.50, 118.50, 1539.20, 2577.38, 0.00, 2281.13…
$ DR1TALCO <dbl> 0.0, 40.8, 0.0, 0.0, 36.3, 0.0, 54.3, 0.0, 0.0, 0.0, 30…
$ DR1TCAFF <dbl> 13, 260, 71, 0, 10, 121, 95, 249, 39, 218, 203, 132, 3,…
$ DR1TCARB <dbl> 233.73, 269.93, 238.62, 243.56, 243.38, 275.62, 294.99,…
$ DR1TCHOL <dbl> 48, 138, 132, 359, 80, 189, 98, 79, 1103, 36, 139, 517,…
$ DR1TFIBE <dbl> 6.4, 20.3, 8.3, 14.3, 10.2, 9.7, 30.3, 8.7, 15.2, 66.0,…
$ DR1TKCAL <dbl> 1458, 2168, 1688, 2232, 2083, 2322, 2134, 1722, 2223, 3…
$ DR1TPROT <dbl> 27.43, 75.81, 45.92, 95.17, 51.05, 84.28, 73.87, 40.29,…
$ DR1TSFAT <dbl> 18.274, 17.608, 18.362, 47.397, 21.908, 38.860, 8.661, …
$ DR1TSODI <dbl> 1426, 3708, 1937, 3289, 2959, 3090, 2031, 2006, 4155, 3…
$ DR1TSUGR <dbl> 146.01, 111.54, 136.71, 92.63, 77.70, 152.66, 133.37, 1…
$ DR1TTFAT <dbl> 50.86, 60.16, 63.84, 100.19, 74.98, 101.08, 39.96, 51.2…
$ BMXBMI <dbl> 30.90, 24.74, 16.79, 22.57, 25.03, 18.28, 28.93, 29.51,…
$ BPXDI1 <dbl> 74, 60, 58, 62, 74, 42, 74, 76, 62, 82, 80, 62, 92, 74,…
$ BPXPLS <dbl> 58, 62, 88, 68, 54, 70, 66, 56, 78, 74, 62, 62, 80, 54,…
$ BPXSY1 <dbl> 144, 138, 120, 108, 116, 106, 144, 136, 94, 120, 154, 1…
$ LBDSBUSI <dbl> 2.14, 8.93, 2.50, 4.28, 3.21, 3.93, 3.57, 5.71, 2.14, 6…
$ LBDSCHSI <dbl> 2.664, 3.931, 3.853, 4.241, 4.267, 3.258, 4.836, 5.275,…
$ LBDSCRSI <dbl> 70.72, 106.08, 79.56, 70.72, 61.88, 61.88, 79.56, 79.56…
$ LBDSGLSI <dbl> 4.83, 8.60, 4.39, 4.22, 4.50, 4.83, 5.22, 4.55, 4.00, 4…
$ LBDSTPSI <dbl> 69, 72, 78, 72, 73, 72, 75, 69, 64, 68, 72, 72, 76, 66,…
$ LBDSTRSI <dbl> 0.881, 0.666, 0.553, 1.118, 0.294, 0.632, 0.508, 1.242,…
$ LBDTCSI <dbl> 2.72, 3.80, 3.80, 2.79, 5.35, 3.26, 4.68, 5.30, 6.28, 5…
$ LBXGH <dbl> 6.0, 7.1, 4.7, 4.7, 4.8, 5.0, 5.0, 5.8, 4.3, 4.6, 6.1, …
$ LBXSAPSI <dbl> 74, 48, 41, 47, 183, 104, 67, 99, 72, 75, 153, 44, 84, …
$ LBXSBU <dbl> 6, 25, 7, 12, 9, 11, 10, 16, 6, 18, 13, 10, 13, 11, 12,…
$ LBXSNASI <dbl> 137, 140, 137, 143, 139, 139, 139, 140, 139, 138, 139, …
$ LBXSOSSI <dbl> 271, 287, 271, 283, 275, 276, 276, 280, 274, 277, 277, …
$ DIQ010 <chr> "No", "Yes", "No", "No", "No", "No", "No", "Yes", "No",…
$ SLQ050 <chr> "No", "No", "No", "No", "No", "No", "No", "Yes", "No", …
$ WHQ030 <chr> "Overweight,", "Overweight,", "Underweight, or", "About…
nhanes <- read_csv('nhanes.csv')
Parsed with column specification:
cols(
.default = col_double(),
RIAGENDR = col_character(),
RIDRETH1 = col_character(),
DR1_300 = col_character(),
DIQ010 = col_character(),
SLQ050 = col_character(),
WHQ030 = col_character()
)
See spec(...) for full column specifications.
nhanes$DIQ010 <- ifelse(nhanes$DIQ010=='Yes', 1,0)
nhanes
# A tibble: 26,193 x 36
INDFMPIR RIAGENDR RIDAGEYR RIDRETH1 DR1_300 DR1_320Z DR1TALCO DR1TCAFF
<dbl> <chr> <dbl> <chr> <chr> <dbl> <dbl> <dbl>
1 4.65 Female 44 Non-His… Much l… 193. 0 13
2 5 Male 70 Non-His… Usual 830. 40.8 260
3 5 Female 16 Non-His… Much l… 118. 0 71
4 5 Male 19 Non-His… Usual 1539. 0 0
5 0.46 Male 21 Other H… Much l… 2577. 36.3 10
6 1.06 Female 16 Non-His… Usual 0 0 121
7 1.22 Male 79 Non-His… Usual 2281. 54.3 95
8 3.03 Female 59 Non-His… Much l… 974 0 249
9 1.76 Female 27 Mexican… Usual 622. 0 39
10 1.03 Female 44 Other R… Usual 1421. 0 218
# … with 26,183 more rows, and 28 more variables: DR1TCARB <dbl>,
# DR1TCHOL <dbl>, DR1TFIBE <dbl>, DR1TKCAL <dbl>, DR1TPROT <dbl>,
# DR1TSFAT <dbl>, DR1TSODI <dbl>, DR1TSUGR <dbl>, DR1TTFAT <dbl>,
# BMXBMI <dbl>, BPXDI1 <dbl>, BPXPLS <dbl>, BPXSY1 <dbl>,
# LBDSBUSI <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>, LBDSGLSI <dbl>,
# LBDSTPSI <dbl>, LBDSTRSI <dbl>, LBDTCSI <dbl>, LBXGH <dbl>,
# LBXSAPSI <dbl>, LBXSBU <dbl>, LBXSNASI <dbl>, LBXSOSSI <dbl>,
# DIQ010 <dbl>, SLQ050 <chr>, WHQ030 <chr>
nhanesmodel <- glm(DIQ010~., data=nhanes, family ='binomial')
summary(nhanesmodel)
Call:
glm(formula = DIQ010 ~ ., family = "binomial", data = nhanes)
Deviance Residuals:
Min 1Q Median 3Q Max
-4.2233 -0.3367 -0.1947 -0.1136 4.0299
Coefficients:
Estimate Std. Error z value
(Intercept) -1.603e+01 1.811e+00 -8.852
INDFMPIR -5.140e-02 1.731e-02 -2.970
RIAGENDRMale 4.960e-03 6.023e-02 0.082
RIDAGEYR 3.652e-02 2.114e-03 17.277
RIDRETH1Non-Hispanic Black 1.288e-01 8.961e-02 1.437
RIDRETH1Non-Hispanic White -2.463e-01 8.338e-02 -2.954
RIDRETH1Other Hispanic 2.465e-02 1.059e-01 0.233
RIDRETH1Other Race - Including Multi-Racial -3.790e-02 1.143e-01 -0.332
DR1_300Much more than usual 8.695e-02 1.074e-01 0.809
DR1_300Usual 3.260e-02 6.906e-02 0.472
DR1_320Z 1.024e-05 2.356e-05 0.435
DR1TALCO 1.266e-02 1.065e-02 1.188
DR1TCAFF 4.228e-04 1.225e-04 3.451
DR1TCARB 7.869e-03 6.367e-03 1.236
DR1TCHOL 1.678e-04 1.527e-04 1.099
DR1TFIBE 9.775e-03 4.853e-03 2.014
DR1TKCAL -2.290e-03 1.536e-03 -1.490
DR1TPROT 5.844e-03 6.537e-03 0.894
DR1TSFAT -9.169e-04 4.350e-03 -0.211
DR1TSODI 9.272e-05 2.848e-05 3.255
DR1TSUGR -4.702e-03 9.907e-04 -4.746
DR1TTFAT 2.196e-02 1.338e-02 1.641
BMXBMI 4.021e-02 4.280e-03 9.394
BPXDI1 -5.066e-03 2.129e-03 -2.379
BPXPLS 4.583e-03 2.256e-03 2.031
BPXSY1 2.554e-03 1.576e-03 1.621
LBDSBUSI -1.335e+01 9.003e+00 -1.483
LBDSCHSI -3.444e-01 1.419e-01 -2.427
LBDSCRSI 2.345e-03 6.783e-04 3.457
LBDSGLSI 9.448e-02 5.519e-02 1.712
LBDSTPSI 2.476e-03 5.809e-03 0.426
LBDSTRSI 9.993e-02 2.196e-02 4.550
LBDTCSI -1.270e-01 1.446e-01 -0.878
LBXGH 1.306e+00 4.252e-02 30.718
LBXSAPSI -3.381e-03 1.109e-03 -3.049
LBXSBU 4.783e+00 3.214e+00 1.488
LBXSNASI 1.288e-02 9.791e-02 0.132
LBXSOSSI 8.642e-03 5.194e-02 0.166
SLQ050Yes 5.736e-01 5.550e-02 10.335
WHQ030Overweight, 2.316e-01 6.783e-02 3.415
WHQ030Underweight, or 1.147e-01 1.477e-01 0.777
Pr(>|z|)
(Intercept) < 2e-16 ***
INDFMPIR 0.002976 **
RIAGENDRMale 0.934366
RIDAGEYR < 2e-16 ***
RIDRETH1Non-Hispanic Black 0.150709
RIDRETH1Non-Hispanic White 0.003132 **
RIDRETH1Other Hispanic 0.815940
RIDRETH1Other Race - Including Multi-Racial 0.740169
DR1_300Much more than usual 0.418287
DR1_300Usual 0.636910
DR1_320Z 0.663761
DR1TALCO 0.234663
DR1TCAFF 0.000559 ***
DR1TCARB 0.216486
DR1TCHOL 0.271842
DR1TFIBE 0.043984 *
DR1TKCAL 0.136155
DR1TPROT 0.371330
DR1TSFAT 0.833072
DR1TSODI 0.001133 **
DR1TSUGR 2.07e-06 ***
DR1TTFAT 0.100868
BMXBMI < 2e-16 ***
BPXDI1 0.017339 *
BPXPLS 0.042230 *
BPXSY1 0.105036
LBDSBUSI 0.138128
LBDSCHSI 0.015232 *
LBDSCRSI 0.000546 ***
LBDSGLSI 0.086907 .
LBDSTPSI 0.669937
LBDSTRSI 5.36e-06 ***
LBDTCSI 0.380017
LBXGH < 2e-16 ***
LBXSAPSI 0.002297 **
LBXSBU 0.136689
LBXSNASI 0.895328
LBXSOSSI 0.867862
SLQ050Yes < 2e-16 ***
WHQ030Overweight, 0.000639 ***
WHQ030Underweight, or 0.437320
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 10584 on 26152 degrees of freedom
AIC: 10666
Number of Fisher Scoring iterations: 6
augment(nhanesmodel)
# A tibble: 26,193 x 43
DIQ010 INDFMPIR RIAGENDR RIDAGEYR RIDRETH1 DR1_300 DR1_320Z DR1TALCO
<dbl> <dbl> <chr> <dbl> <chr> <chr> <dbl> <dbl>
1 0 4.65 Female 44 Non-His… Much l… 193. 0
2 1 5 Male 70 Non-His… Usual 830. 40.8
3 0 5 Female 16 Non-His… Much l… 118. 0
4 0 5 Male 19 Non-His… Usual 1539. 0
5 0 0.46 Male 21 Other H… Much l… 2577. 36.3
6 0 1.06 Female 16 Non-His… Usual 0 0
7 0 1.22 Male 79 Non-His… Usual 2281. 54.3
8 1 3.03 Female 59 Non-His… Much l… 974 0
9 0 1.76 Female 27 Mexican… Usual 622. 0
10 0 1.03 Female 44 Other R… Usual 1421. 0
# … with 26,183 more rows, and 35 more variables: DR1TCAFF <dbl>,
# DR1TCARB <dbl>, DR1TCHOL <dbl>, DR1TFIBE <dbl>, DR1TKCAL <dbl>,
# DR1TPROT <dbl>, DR1TSFAT <dbl>, DR1TSODI <dbl>, DR1TSUGR <dbl>,
# DR1TTFAT <dbl>, BMXBMI <dbl>, BPXDI1 <dbl>, BPXPLS <dbl>,
# BPXSY1 <dbl>, LBDSBUSI <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>,
# LBDSGLSI <dbl>, LBDSTPSI <dbl>, LBDSTRSI <dbl>, LBDTCSI <dbl>,
# LBXGH <dbl>, LBXSAPSI <dbl>, LBXSBU <dbl>, LBXSNASI <dbl>,
# LBXSOSSI <dbl>, SLQ050 <chr>, WHQ030 <chr>, .fitted <dbl>,
# .se.fit <dbl>, .resid <dbl>, .hat <dbl>, .sigma <dbl>, .cooksd <dbl>,
# .std.resid <dbl>
augment(nhanesmodel,type.predict="response")
# A tibble: 26,193 x 43
DIQ010 INDFMPIR RIAGENDR RIDAGEYR RIDRETH1 DR1_300 DR1_320Z DR1TALCO
<dbl> <dbl> <chr> <dbl> <chr> <chr> <dbl> <dbl>
1 0 4.65 Female 44 Non-His… Much l… 193. 0
2 1 5 Male 70 Non-His… Usual 830. 40.8
3 0 5 Female 16 Non-His… Much l… 118. 0
4 0 5 Male 19 Non-His… Usual 1539. 0
5 0 0.46 Male 21 Other H… Much l… 2577. 36.3
6 0 1.06 Female 16 Non-His… Usual 0 0
7 0 1.22 Male 79 Non-His… Usual 2281. 54.3
8 1 3.03 Female 59 Non-His… Much l… 974 0
9 0 1.76 Female 27 Mexican… Usual 622. 0
10 0 1.03 Female 44 Other R… Usual 1421. 0
# … with 26,183 more rows, and 35 more variables: DR1TCAFF <dbl>,
# DR1TCARB <dbl>, DR1TCHOL <dbl>, DR1TFIBE <dbl>, DR1TKCAL <dbl>,
# DR1TPROT <dbl>, DR1TSFAT <dbl>, DR1TSODI <dbl>, DR1TSUGR <dbl>,
# DR1TTFAT <dbl>, BMXBMI <dbl>, BPXDI1 <dbl>, BPXPLS <dbl>,
# BPXSY1 <dbl>, LBDSBUSI <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>,
# LBDSGLSI <dbl>, LBDSTPSI <dbl>, LBDSTRSI <dbl>, LBDTCSI <dbl>,
# LBXGH <dbl>, LBXSAPSI <dbl>, LBXSBU <dbl>, LBXSNASI <dbl>,
# LBXSOSSI <dbl>, SLQ050 <chr>, WHQ030 <chr>, .fitted <dbl>,
# .se.fit <dbl>, .resid <dbl>, .hat <dbl>, .sigma <dbl>, .cooksd <dbl>,
# .std.resid <dbl>
augment shows fitted values on log odd scale not useful set type.predict = response retrial familar probablity scale probablility of diabetes is limited make prediction not in our data set need out of sample predictions need to use new data to augment.
# create new data frame
new_data <- data.frame(LBXGH = 5.0)
# make predictions
augment(nhanesmodel, newdata = new_data, type.predict = "response")
# A tibble: 26,193 x 2
LBXGH .fitted
<dbl> <dbl>
1 5 0.112
2 5 0.607
3 5 0.00309
4 5 0.00428
5 5 0.00286
6 5 0.00450
7 5 0.0360
8 5 0.0916
9 5 0.00355
10 5 0.0283
# … with 26,183 more rows
exp(coef(nhanesmodel ))
(Intercept)
1.091207e-07
INDFMPIR
9.498951e-01
RIAGENDRMale
1.004972e+00
RIDAGEYR
1.037198e+00
RIDRETH1Non-Hispanic Black
1.137436e+00
RIDRETH1Non-Hispanic White
7.816613e-01
RIDRETH1Other Hispanic
1.024959e+00
RIDRETH1Other Race - Including Multi-Racial
9.628107e-01
DR1_300Much more than usual
1.090846e+00
DR1_300Usual
1.033133e+00
DR1_320Z
1.000010e+00
DR1TALCO
1.012741e+00
DR1TCAFF
1.000423e+00
DR1TCARB
1.007900e+00
DR1TCHOL
1.000168e+00
DR1TFIBE
1.009823e+00
DR1TKCAL
9.977130e-01
DR1TPROT
1.005861e+00
DR1TSFAT
9.990835e-01
DR1TSODI
1.000093e+00
DR1TSUGR
9.953088e-01
DR1TTFAT
1.022202e+00
BMXBMI
1.041026e+00
BPXDI1
9.949473e-01
BPXPLS
1.004594e+00
BPXSY1
1.002557e+00
LBDSBUSI
1.594505e-06
LBDSCHSI
7.086385e-01
LBDSCRSI
1.002347e+00
LBDSGLSI
1.099082e+00
LBDSTPSI
1.002479e+00
LBDSTRSI
1.105096e+00
LBDTCSI
8.807696e-01
LBXGH
3.691852e+00
LBXSAPSI
9.966245e-01
LBXSBU
1.194472e+02
LBXSNASI
1.012965e+00
LBXSOSSI
1.008679e+00
SLQ050Yes
1.774707e+00
WHQ030Overweight,
1.260621e+00
WHQ030Underweight, or
1.121561e+00
Patient who drink high amounts of alcohol, caffeine, carbs, cholesterol, protein, sodium, sugar, fats, have high BMI, 60 sec pulse , systolic, creatinine, glucose serum, total protein, triglycerides, cholesterol, glycohemoglobin, sodium,osmolality, SLQ050,over and under weight
# data frame with binary predictions
tidy_mod <- augment(nhanesmodel, type.predict = "response") %>%
mutate(DIQ010_hat = round(.fitted))
# confusion matrix
tidy_mod %>%
select(DIQ010, DIQ010_hat) %>%
table()
DIQ010_hat
DIQ010 0 1
0 22637 373
1 1517 1666
With the confusion matrix we see 226636 was true negatives and 373 false positives 1517 false negative and 1666 was true positive
library(broom)
# Use broom::augment to augment the model
aug_nhanesmodel <- augment(nhanesmodel)
glimpse(aug_nhanesmodel)
Observations: 26,193
Variables: 43
$ DIQ010 <dbl> 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0,…
$ INDFMPIR <dbl> 4.65, 5.00, 5.00, 5.00, 0.46, 1.06, 1.22, 3.03, 1.76,…
$ RIAGENDR <chr> "Female", "Male", "Female", "Male", "Male", "Female",…
$ RIDAGEYR <dbl> 44, 70, 16, 19, 21, 16, 79, 59, 27, 44, 62, 38, 43, 7…
$ RIDRETH1 <chr> "Non-Hispanic Black", "Non-Hispanic White", "Non-Hisp…
$ DR1_300 <chr> "Much less than usual", "Usual", "Much less than usua…
$ DR1_320Z <dbl> 192.56, 829.50, 118.50, 1539.20, 2577.38, 0.00, 2281.…
$ DR1TALCO <dbl> 0.0, 40.8, 0.0, 0.0, 36.3, 0.0, 54.3, 0.0, 0.0, 0.0, …
$ DR1TCAFF <dbl> 13, 260, 71, 0, 10, 121, 95, 249, 39, 218, 203, 132, …
$ DR1TCARB <dbl> 233.73, 269.93, 238.62, 243.56, 243.38, 275.62, 294.9…
$ DR1TCHOL <dbl> 48, 138, 132, 359, 80, 189, 98, 79, 1103, 36, 139, 51…
$ DR1TFIBE <dbl> 6.4, 20.3, 8.3, 14.3, 10.2, 9.7, 30.3, 8.7, 15.2, 66.…
$ DR1TKCAL <dbl> 1458, 2168, 1688, 2232, 2083, 2322, 2134, 1722, 2223,…
$ DR1TPROT <dbl> 27.43, 75.81, 45.92, 95.17, 51.05, 84.28, 73.87, 40.2…
$ DR1TSFAT <dbl> 18.274, 17.608, 18.362, 47.397, 21.908, 38.860, 8.661…
$ DR1TSODI <dbl> 1426, 3708, 1937, 3289, 2959, 3090, 2031, 2006, 4155,…
$ DR1TSUGR <dbl> 146.01, 111.54, 136.71, 92.63, 77.70, 152.66, 133.37,…
$ DR1TTFAT <dbl> 50.86, 60.16, 63.84, 100.19, 74.98, 101.08, 39.96, 51…
$ BMXBMI <dbl> 30.90, 24.74, 16.79, 22.57, 25.03, 18.28, 28.93, 29.5…
$ BPXDI1 <dbl> 74, 60, 58, 62, 74, 42, 74, 76, 62, 82, 80, 62, 92, 7…
$ BPXPLS <dbl> 58, 62, 88, 68, 54, 70, 66, 56, 78, 74, 62, 62, 80, 5…
$ BPXSY1 <dbl> 144, 138, 120, 108, 116, 106, 144, 136, 94, 120, 154,…
$ LBDSBUSI <dbl> 2.14, 8.93, 2.50, 4.28, 3.21, 3.93, 3.57, 5.71, 2.14,…
$ LBDSCHSI <dbl> 2.664, 3.931, 3.853, 4.241, 4.267, 3.258, 4.836, 5.27…
$ LBDSCRSI <dbl> 70.72, 106.08, 79.56, 70.72, 61.88, 61.88, 79.56, 79.…
$ LBDSGLSI <dbl> 4.83, 8.60, 4.39, 4.22, 4.50, 4.83, 5.22, 4.55, 4.00,…
$ LBDSTPSI <dbl> 69, 72, 78, 72, 73, 72, 75, 69, 64, 68, 72, 72, 76, 6…
$ LBDSTRSI <dbl> 0.881, 0.666, 0.553, 1.118, 0.294, 0.632, 0.508, 1.24…
$ LBDTCSI <dbl> 2.72, 3.80, 3.80, 2.79, 5.35, 3.26, 4.68, 5.30, 6.28,…
$ LBXGH <dbl> 6.0, 7.1, 4.7, 4.7, 4.8, 5.0, 5.0, 5.8, 4.3, 4.6, 6.1…
$ LBXSAPSI <dbl> 74, 48, 41, 47, 183, 104, 67, 99, 72, 75, 153, 44, 84…
$ LBXSBU <dbl> 6, 25, 7, 12, 9, 11, 10, 16, 6, 18, 13, 10, 13, 11, 1…
$ LBXSNASI <dbl> 137, 140, 137, 143, 139, 139, 139, 140, 139, 138, 139…
$ LBXSOSSI <dbl> 271, 287, 271, 283, 275, 276, 276, 280, 274, 277, 277…
$ SLQ050 <chr> "No", "No", "No", "No", "No", "No", "No", "Yes", "No"…
$ WHQ030 <chr> "Overweight,", "Overweight,", "Underweight, or", "Abo…
$ .fitted <dbl> -2.0740109, 0.4336325, -5.7762650, -5.4491232, -5.854…
$ .se.fit <dbl> 0.1427966, 0.1303179, 0.2028511, 0.2515243, 0.2686952…
$ .resid <dbl> -0.48659613, 0.99965363, -0.07868262, -0.09263751, -0…
$ .hat <dbl> 2.022924e-03, 4.052159e-03, 1.269036e-04, 2.699478e-0…
$ .sigma <dbl> 0.6361871, 0.6361640, 0.6361940, 0.6361939, 0.6361940…
$ .cooksd <dbl> 6.226199e-06, 6.458106e-05, 9.598435e-09, 2.832738e-0…
$ .std.resid <dbl> -0.48708905, 1.00168519, -0.07868762, -0.09265002, -0…
The augment() function from the broom package does exactly this. It takes a model object as an argument and returns a data frame that contains the data on which the model was fit, along with several quantities specific to the regression model, including the fitted values, residuals, leverage scores, and standardized residuals.
RMSE if it is spread out data Higher rmse poor model fit prediction Lower rmse closer strong fitted and acual value
# scatterplot with jitter
data_nhanes <- ggplot(data = nhanes, aes(y = DIQ010, x = LBXGH)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# linear regression line for the scatter plot
data_nhanes +
geom_smooth(method = "lm", se = FALSE)
#checking high LBXGH values above 6.5
glycohemoglobin <- nhanes %>%
filter( LBXGH >= 6.5, LBXGH <= 10)
# scatterplot with jitter
data_glycohemoglobin <- ggplot(data = glycohemoglobin, aes(y = DIQ010, x = LBXGH)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# linear regression line
data_glycohemoglobin +
geom_smooth(method = "lm", se = FALSE)
#check with lower LBXGH values
lowglycohemoglobin <- nhanes %>%
filter( LBXGH >= 4, LBXGH <= 6.5)
# scatterplot with jitter
low_glycohemoglobin <- ggplot(data = lowglycohemoglobin , aes(y = DIQ010, x = LBXGH)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# linear regression line
low_glycohemoglobin +
geom_smooth(method = "lm", se = FALSE)
# fit model
Glycohemoglobin_model <- glm(DIQ010 ~ LBXGH, data = nhanes, family = binomial)
summary(Glycohemoglobin_model)
Call:
glm(formula = DIQ010 ~ LBXGH, family = binomial, data = nhanes)
Deviance Residuals:
Min 1Q Median 3Q Max
-5.1050 -0.3836 -0.2897 -0.2180 3.6383
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -13.35947 0.20687 -64.58 <2e-16 ***
LBXGH 1.92629 0.03456 55.74 <2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 12358 on 26191 degrees of freedom
AIC: 12362
Number of Fisher Scoring iterations: 6
glimpse(Glycohemoglobin_model)
List of 30
$ coefficients : Named num [1:2] -13.36 1.93
..- attr(*, "names")= chr [1:2] "(Intercept)" "LBXGH"
$ residuals : Named num [1:26193] -1.17 1.73 -1.01 -1.01 -1.02 ...
..- attr(*, "names")= chr [1:26193] "1" "2" "3" "4" ...
$ fitted.values : Named num [1:26193] 0.1416 0.5786 0.0133 0.0133 0.0161 ...
..- attr(*, "names")= chr [1:26193] "1" "2" "3" "4" ...
$ effects : Named num [1:26193] 78.358 -55.737 -0.111 -0.111 -0.122 ...
..- attr(*, "names")= chr [1:26193] "(Intercept)" "LBXGH" "" "" ...
$ R : num [1:2, 1:2] -41 0 -244 -28.9
..- attr(*, "dimnames")=List of 2
.. ..$ : chr [1:2] "(Intercept)" "LBXGH"
.. ..$ : chr [1:2] "(Intercept)" "LBXGH"
$ rank : int 2
$ qr :List of 5
..$ qr : num [1:26193, 1:2] -41.0406 0.01203 0.00279 0.00279 0.00307 ...
.. ..- attr(*, "dimnames")=List of 2
..$ rank : int 2
..$ qraux: num [1:2] 1.01 1.02
..$ pivot: int [1:2] 1 2
..$ tol : num 1e-11
..- attr(*, "class")= chr "qr"
$ family :List of 12
..$ family : chr "binomial"
..$ link : chr "logit"
..$ linkfun :function (mu)
..$ linkinv :function (eta)
..$ variance :function (mu)
..$ dev.resids:function (y, mu, wt)
..$ aic :function (y, n, mu, wt, dev)
..$ mu.eta :function (eta)
..$ initialize: expression({ if (NCOL(y) == 1) { if (is.factor(y)) y <- y != levels(y)[1L] n <- rep.int(1, nobs) y[weights =| __truncated__
..$ validmu :function (mu)
..$ valideta :function (eta)
..$ simulate :function (object, nsim)
..- attr(*, "class")= chr "family"
$ linear.predictors: Named num [1:26193] -1.802 0.317 -4.306 -4.306 -4.113 ...
..- attr(*, "names")= chr [1:26193] "1" "2" "3" "4" ...
$ deviance : num 12358
$ aic : num 12362
$ null.deviance : num 19380
$ iter : int 6
$ weights : Named num [1:26193] 0.1216 0.2438 0.0131 0.0131 0.0158 ...
..- attr(*, "names")= chr [1:26193] "1" "2" "3" "4" ...
$ prior.weights : Named num [1:26193] 1 1 1 1 1 1 1 1 1 1 ...
..- attr(*, "names")= chr [1:26193] "1" "2" "3" "4" ...
$ df.residual : int 26191
$ df.null : int 26192
$ y : Named num [1:26193] 0 1 0 0 0 0 0 1 0 0 ...
..- attr(*, "names")= chr [1:26193] "1" "2" "3" "4" ...
$ converged : logi TRUE
$ boundary : logi FALSE
$ model :'data.frame': 26193 obs. of 2 variables:
..$ DIQ010: num [1:26193] 0 1 0 0 0 0 0 1 0 0 ...
..$ LBXGH : num [1:26193] 6 7.1 4.7 4.7 4.8 5 5 5.8 4.3 4.6 ...
..- attr(*, "terms")=Classes 'terms', 'formula' language DIQ010 ~ LBXGH
.. .. ..- attr(*, "variables")= language list(DIQ010, LBXGH)
.. .. ..- attr(*, "factors")= int [1:2, 1] 0 1
.. .. .. ..- attr(*, "dimnames")=List of 2
.. .. ..- attr(*, "term.labels")= chr "LBXGH"
.. .. ..- attr(*, "order")= int 1
.. .. ..- attr(*, "intercept")= int 1
.. .. ..- attr(*, "response")= int 1
.. .. ..- attr(*, ".Environment")=<environment: R_GlobalEnv>
.. .. ..- attr(*, "predvars")= language list(DIQ010, LBXGH)
.. .. ..- attr(*, "dataClasses")= Named chr [1:2] "numeric" "numeric"
.. .. .. ..- attr(*, "names")= chr [1:2] "DIQ010" "LBXGH"
$ call : language glm(formula = DIQ010 ~ LBXGH, family = binomial, data = nhanes)
$ formula :Class 'formula' language DIQ010 ~ LBXGH
.. ..- attr(*, ".Environment")=<environment: R_GlobalEnv>
$ terms :Classes 'terms', 'formula' language DIQ010 ~ LBXGH
.. ..- attr(*, "variables")= language list(DIQ010, LBXGH)
.. ..- attr(*, "factors")= int [1:2, 1] 0 1
.. .. ..- attr(*, "dimnames")=List of 2
.. ..- attr(*, "term.labels")= chr "LBXGH"
.. ..- attr(*, "order")= int 1
.. ..- attr(*, "intercept")= int 1
.. ..- attr(*, "response")= int 1
.. ..- attr(*, ".Environment")=<environment: R_GlobalEnv>
.. ..- attr(*, "predvars")= language list(DIQ010, LBXGH)
.. ..- attr(*, "dataClasses")= Named chr [1:2] "numeric" "numeric"
.. .. ..- attr(*, "names")= chr [1:2] "DIQ010" "LBXGH"
$ data :Classes 'spec_tbl_df', 'tbl_df', 'tbl' and 'data.frame': 26193 obs. of 36 variables:
..$ INDFMPIR: num [1:26193] 4.65 5 5 5 0.46 1.06 1.22 3.03 1.76 1.03 ...
..$ RIAGENDR: chr [1:26193] "Female" "Male" "Female" "Male" ...
..$ RIDAGEYR: num [1:26193] 44 70 16 19 21 16 79 59 27 44 ...
..$ RIDRETH1: chr [1:26193] "Non-Hispanic Black" "Non-Hispanic White" "Non-Hispanic Black" "Non-Hispanic White" ...
..$ DR1_300 : chr [1:26193] "Much less than usual" "Usual" "Much less than usual" "Usual" ...
..$ DR1_320Z: num [1:26193] 193 830 118 1539 2577 ...
..$ DR1TALCO: num [1:26193] 0 40.8 0 0 36.3 0 54.3 0 0 0 ...
..$ DR1TCAFF: num [1:26193] 13 260 71 0 10 121 95 249 39 218 ...
..$ DR1TCARB: num [1:26193] 234 270 239 244 243 ...
..$ DR1TCHOL: num [1:26193] 48 138 132 359 80 ...
..$ DR1TFIBE: num [1:26193] 6.4 20.3 8.3 14.3 10.2 9.7 30.3 8.7 15.2 66 ...
..$ DR1TKCAL: num [1:26193] 1458 2168 1688 2232 2083 ...
..$ DR1TPROT: num [1:26193] 27.4 75.8 45.9 95.2 51 ...
..$ DR1TSFAT: num [1:26193] 18.3 17.6 18.4 47.4 21.9 ...
..$ DR1TSODI: num [1:26193] 1426 3708 1937 3289 2959 ...
..$ DR1TSUGR: num [1:26193] 146 111.5 136.7 92.6 77.7 ...
..$ DR1TTFAT: num [1:26193] 50.9 60.2 63.8 100.2 75 ...
..$ BMXBMI : num [1:26193] 30.9 24.7 16.8 22.6 25 ...
..$ BPXDI1 : num [1:26193] 74 60 58 62 74 42 74 76 62 82 ...
..$ BPXPLS : num [1:26193] 58 62 88 68 54 70 66 56 78 74 ...
..$ BPXSY1 : num [1:26193] 144 138 120 108 116 106 144 136 94 120 ...
..$ LBDSBUSI: num [1:26193] 2.14 8.93 2.5 4.28 3.21 3.93 3.57 5.71 2.14 6.43 ...
..$ LBDSCHSI: num [1:26193] 2.66 3.93 3.85 4.24 4.27 ...
..$ LBDSCRSI: num [1:26193] 70.7 106.1 79.6 70.7 61.9 ...
..$ LBDSGLSI: num [1:26193] 4.83 8.6 4.39 4.22 4.5 4.83 5.22 4.55 4 4.88 ...
..$ LBDSTPSI: num [1:26193] 69 72 78 72 73 72 75 69 64 68 ...
..$ LBDSTRSI: num [1:26193] 0.881 0.666 0.553 1.118 0.294 ...
..$ LBDTCSI : num [1:26193] 2.72 3.8 3.8 2.79 5.35 3.26 4.68 5.3 6.28 5.12 ...
..$ LBXGH : num [1:26193] 6 7.1 4.7 4.7 4.8 5 5 5.8 4.3 4.6 ...
..$ LBXSAPSI: num [1:26193] 74 48 41 47 183 104 67 99 72 75 ...
..$ LBXSBU : num [1:26193] 6 25 7 12 9 11 10 16 6 18 ...
..$ LBXSNASI: num [1:26193] 137 140 137 143 139 139 139 140 139 138 ...
..$ LBXSOSSI: num [1:26193] 271 287 271 283 275 276 276 280 274 277 ...
..$ DIQ010 : num [1:26193] 0 1 0 0 0 0 0 1 0 0 ...
..$ SLQ050 : chr [1:26193] "No" "No" "No" "No" ...
..$ WHQ030 : chr [1:26193] "Overweight," "Overweight," "Underweight, or" "About the right weight?" ...
..- attr(*, "spec")=
.. .. cols(
.. .. INDFMPIR = col_double(),
.. .. RIAGENDR = col_character(),
.. .. RIDAGEYR = col_double(),
.. .. RIDRETH1 = col_character(),
.. .. DR1_300 = col_character(),
.. .. DR1_320Z = col_double(),
.. .. DR1TALCO = col_double(),
.. .. DR1TCAFF = col_double(),
.. .. DR1TCARB = col_double(),
.. .. DR1TCHOL = col_double(),
.. .. DR1TFIBE = col_double(),
.. .. DR1TKCAL = col_double(),
.. .. DR1TPROT = col_double(),
.. .. DR1TSFAT = col_double(),
.. .. DR1TSODI = col_double(),
.. .. DR1TSUGR = col_double(),
.. .. DR1TTFAT = col_double(),
.. .. BMXBMI = col_double(),
.. .. BPXDI1 = col_double(),
.. .. BPXPLS = col_double(),
.. .. BPXSY1 = col_double(),
.. .. LBDSBUSI = col_double(),
.. .. LBDSCHSI = col_double(),
.. .. LBDSCRSI = col_double(),
.. .. LBDSGLSI = col_double(),
.. .. LBDSTPSI = col_double(),
.. .. LBDSTRSI = col_double(),
.. .. LBDTCSI = col_double(),
.. .. LBXGH = col_double(),
.. .. LBXSAPSI = col_double(),
.. .. LBXSBU = col_double(),
.. .. LBXSNASI = col_double(),
.. .. LBXSOSSI = col_double(),
.. .. DIQ010 = col_character(),
.. .. SLQ050 = col_character(),
.. .. WHQ030 = col_character()
.. .. )
$ offset : NULL
$ control :List of 3
..$ epsilon: num 1e-08
..$ maxit : num 25
..$ trace : logi FALSE
$ method : chr "glm.fit"
$ contrasts : NULL
$ xlevels : Named list()
- attr(*, "class")= chr [1:2] "glm" "lm"
# create new data frame
new_data <- data.frame(LBXGH = 8.0)
# make predictions
augment(Glycohemoglobin_model, newdata = new_data, type.predict = "response")
# A tibble: 1 x 3
LBXGH .fitted .se.fit
<dbl> <dbl> <dbl>
1 8 0.886 0.00758
ggplot(Glycohemoglobin_model, aes(x = .fitted)) +
geom_density(aes(color = as.factor(LBXGH)))
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
Warning: Groups with fewer than two data points have been dropped.
ggplot(Glycohemoglobin_model, aes(x = .fitted)) +
geom_density(aes(color = as.factor(DIQ010)))
1.This is a scatterplot of DIQ010 (if you have diabetes ) vs the LBXGH = Glycohemoglobin (%) levels. 2.Glycohemoglobin values above 6.5% is when the doctor tells you are pre diabetics. 3.Second graph the Glycohemoglobin % is filtered with the linear regression line is where the glycohemoglobin % is 6.5 and above.
4. Third graph is showing patient with Glycohemoglobin % between 4-6.5. These people do not have diabetes. 5. This is the best fit model for predicting diabetes using Glycohemoglobin % results. If a patient has below 6.4 glycohemoglobin they have under 50% chance to not have diabetes and if they are above 6.4 % glycohemoglobin they will have a 50% chance to have diabetes. 6. Below is a graph that shows #5’s prediction.
# data frame with binary predictions
tidy_mod <- augment(Glycohemoglobin_model, type.predict = "response") %>%
mutate(DIQ010_hat = round(.fitted))
# confusion matrix
tidy_mod %>%
select(DIQ010, DIQ010_hat) %>%
table()
DIQ010_hat
DIQ010 0 1
0 22762 248
1 1790 1393
# scatterplot with jitter
log_nhanes <- ggplot(data = nhanes, aes(y = DIQ010, x = LBXGH)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# add logistic curve
log_nhanes +
geom_smooth(method = "glm", se = FALSE, method.args = list(family = "binomial"))
1. Here is the logistic regression graph for the DIQ010 vs LBXGH variables for the nhanes dataset. Here the logistic regression line fits very nicely on the data. 2. Logistic regression is a type of Generalized Linear Model which is suitable for problems that predict a binary outcome (e.g., 1/0 or positive/negative), a classification model 3. We don’t use the linear regression because the probabilities are always between 0 and 1; OLSR models can generate outcomes that are constrained to values between 0 and 1. 4. A logistic function or logistic curve is a common “S” shape (sigmoid curve), with equation: 5. where e = the natural logarithm base Xo= the x-value of the sigmoid’s midpoint, L is the curve’s maximum value, in this case, L = 1 k = the steepness of the curve
# binned points and line
data_space <- ggplot(data = nhanes, aes(x = LBXGH, y = DIQ010)) +
geom_point() + geom_line()
# augmented model
MedGPA_plus <- nhanesmodel %>%
augment(type.predict = "response")
# logistic model on probability scale
data_space +
geom_line(data = MedGPA_plus, aes(x = DIQ010, y = .fitted), color = "red")
# compute odds for bins
# compute odds for bins
nhanes <- nhanes%>%
mutate(odds = LBXGH / (1 - LBXGH))
# plot binned odds
data_space <- ggplot(data = nhanes, aes(x = LBXGH, y = DIQ010)) +
geom_point() + geom_line()
# compute odds for observations
MedGPA_plus <- MedGPA_plus %>%
mutate(odds_hat = .fitted / (1 - .fitted))
# logistic model on odds scale
data_space +
geom_line(data = MedGPA_plus, aes(x = LBXGH, y = DIQ010), color = "red")
# compute log odds for bins
nhanes <- nhanes %>%
mutate(log_odds = log(LBXGH / (1 - LBXGH)))
Warning in log(LBXGH/(1 - LBXGH)): NaNs produced
# plot binned log odds
data_space <- ggplot(data =nhanes, aes(x = LBXGH, y = DIQ010)) +
geom_point() + geom_line()
# compute log odds for observations
MedGPA_plus <- MedGPA_plus %>%
mutate(log_DIQ010 = log(.fitted / (1 - .fitted)))
# logistic model on log odds scale
data_space +
geom_line(data = MedGPA_plus, aes(x = LBXGH, y = log_DIQ010), color = "red")
# scatterplot with jitter
log_nhanes <- ggplot(data = nhanes, aes(y = DIQ010, x = DR1TSUGR)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# add logistic curve
log_nhanes +
geom_smooth(method = "glm", se = FALSE, method.args = list(family = "binomial"))
# scatterplot with jitter
log_nhanes <- ggplot(data = nhanes, aes(y = DIQ010, x = BMXBMI)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# add logistic curve
log_nhanes +
geom_smooth(method = "glm", se = FALSE, method.args = list(family = "binomial"))
# scatterplot with jitter
log_nhanes <- ggplot(data = nhanes, aes(y = DIQ010, x = LBDSGLSI)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# add logistic curve
log_nhanes +
geom_smooth(method = "glm", se = FALSE, method.args = list(family = "binomial"))
Glucoseserum_model <- glm(DIQ010 ~ LBDSGLSI, data = nhanes, family = binomial)
summary(Glucoseserum_model)
Call:
glm(formula = DIQ010 ~ LBDSGLSI, family = binomial, data = nhanes)
Deviance Residuals:
Min 1Q Median 3Q Max
-5.3870 -0.4177 -0.3535 -0.3048 3.2852
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -6.11817 0.08575 -71.35 <2e-16 ***
LBDSGLSI 0.69198 0.01378 50.20 <2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 14587 on 26191 degrees of freedom
AIC: 14591
Number of Fisher Scoring iterations: 5
#glimpse(Glucoseserum_model)
# scatterplot with jitter
log_nhanes <- ggplot(data = nhanes, aes(y = DIQ010, x = LBDSCRSI)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# add logistic curve
log_nhanes +
geom_smooth(method = "glm", se = FALSE, method.args = list(family = "binomial"))
Creatinine_model <- glm(DIQ010 ~ LBDSCRSI, data = nhanes, family = binomial)
summary(Creatinine_model)
Call:
glm(formula = DIQ010 ~ LBDSCRSI, family = binomial, data = nhanes)
Deviance Residuals:
Min 1Q Median 3Q Max
-4.6735 -0.5192 -0.4903 -0.4628 2.2402
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.6688515 0.0532148 -50.15 <2e-16 ***
LBDSCRSI 0.0086365 0.0006157 14.03 <2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 19102 on 26191 degrees of freedom
AIC: 19106
Number of Fisher Scoring iterations: 5
# scatterplot with jitter
log_nhanes <- ggplot(data = nhanes, aes(y = DIQ010, x = BPXDI1)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# add logistic curve
log_nhanes +
geom_smooth(method = "glm", se = FALSE, method.args = list(family = "binomial"))
Protein_model <- glm(DIQ010 ~ BPXDI1, data = nhanes, family = binomial)
summary(Protein_model)
Call:
glm(formula = DIQ010 ~ BPXDI1, family = binomial, data = nhanes)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.5246 -0.5106 -0.5087 -0.5063 2.0828
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.0476370 0.1045780 -19.580 <2e-16 ***
BPXDI1 0.0009994 0.0014769 0.677 0.499
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 19379 on 26191 degrees of freedom
AIC: 19383
Number of Fisher Scoring iterations: 4
# scatterplot with jitter
log_nhanes <- ggplot(data = nhanes, aes(y = DIQ010, x = LBDSCHSI)) +
geom_jitter(width = 0, height = 0.05, alpha = 0.5)
# add logistic curve
log_nhanes +
geom_smooth(method = "glm", se = FALSE, method.args = list(family = "binomial"))
Cholesterol_model <- glm(DIQ010 ~ LBDSCHSI, data = nhanes, family = binomial)
summary(Cholesterol_model)
Call:
glm(formula = DIQ010 ~ LBDSCHSI, family = binomial, data = nhanes)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.7568 -0.5347 -0.4998 -0.4574 2.5327
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.07522 0.08954 -12.01 <2e-16 ***
LBDSCHSI -0.18586 0.01831 -10.15 <2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 19273 on 26191 degrees of freedom
AIC: 19277
Number of Fisher Scoring iterations: 4
library(broom)
# Use broom::augment to augment the model
aug_nhanesmodel <- augment(nhanesmodel)
glimpse(aug_nhanesmodel)
Observations: 26,193
Variables: 43
$ DIQ010 <dbl> 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0,…
$ INDFMPIR <dbl> 4.65, 5.00, 5.00, 5.00, 0.46, 1.06, 1.22, 3.03, 1.76,…
$ RIAGENDR <chr> "Female", "Male", "Female", "Male", "Male", "Female",…
$ RIDAGEYR <dbl> 44, 70, 16, 19, 21, 16, 79, 59, 27, 44, 62, 38, 43, 7…
$ RIDRETH1 <chr> "Non-Hispanic Black", "Non-Hispanic White", "Non-Hisp…
$ DR1_300 <chr> "Much less than usual", "Usual", "Much less than usua…
$ DR1_320Z <dbl> 192.56, 829.50, 118.50, 1539.20, 2577.38, 0.00, 2281.…
$ DR1TALCO <dbl> 0.0, 40.8, 0.0, 0.0, 36.3, 0.0, 54.3, 0.0, 0.0, 0.0, …
$ DR1TCAFF <dbl> 13, 260, 71, 0, 10, 121, 95, 249, 39, 218, 203, 132, …
$ DR1TCARB <dbl> 233.73, 269.93, 238.62, 243.56, 243.38, 275.62, 294.9…
$ DR1TCHOL <dbl> 48, 138, 132, 359, 80, 189, 98, 79, 1103, 36, 139, 51…
$ DR1TFIBE <dbl> 6.4, 20.3, 8.3, 14.3, 10.2, 9.7, 30.3, 8.7, 15.2, 66.…
$ DR1TKCAL <dbl> 1458, 2168, 1688, 2232, 2083, 2322, 2134, 1722, 2223,…
$ DR1TPROT <dbl> 27.43, 75.81, 45.92, 95.17, 51.05, 84.28, 73.87, 40.2…
$ DR1TSFAT <dbl> 18.274, 17.608, 18.362, 47.397, 21.908, 38.860, 8.661…
$ DR1TSODI <dbl> 1426, 3708, 1937, 3289, 2959, 3090, 2031, 2006, 4155,…
$ DR1TSUGR <dbl> 146.01, 111.54, 136.71, 92.63, 77.70, 152.66, 133.37,…
$ DR1TTFAT <dbl> 50.86, 60.16, 63.84, 100.19, 74.98, 101.08, 39.96, 51…
$ BMXBMI <dbl> 30.90, 24.74, 16.79, 22.57, 25.03, 18.28, 28.93, 29.5…
$ BPXDI1 <dbl> 74, 60, 58, 62, 74, 42, 74, 76, 62, 82, 80, 62, 92, 7…
$ BPXPLS <dbl> 58, 62, 88, 68, 54, 70, 66, 56, 78, 74, 62, 62, 80, 5…
$ BPXSY1 <dbl> 144, 138, 120, 108, 116, 106, 144, 136, 94, 120, 154,…
$ LBDSBUSI <dbl> 2.14, 8.93, 2.50, 4.28, 3.21, 3.93, 3.57, 5.71, 2.14,…
$ LBDSCHSI <dbl> 2.664, 3.931, 3.853, 4.241, 4.267, 3.258, 4.836, 5.27…
$ LBDSCRSI <dbl> 70.72, 106.08, 79.56, 70.72, 61.88, 61.88, 79.56, 79.…
$ LBDSGLSI <dbl> 4.83, 8.60, 4.39, 4.22, 4.50, 4.83, 5.22, 4.55, 4.00,…
$ LBDSTPSI <dbl> 69, 72, 78, 72, 73, 72, 75, 69, 64, 68, 72, 72, 76, 6…
$ LBDSTRSI <dbl> 0.881, 0.666, 0.553, 1.118, 0.294, 0.632, 0.508, 1.24…
$ LBDTCSI <dbl> 2.72, 3.80, 3.80, 2.79, 5.35, 3.26, 4.68, 5.30, 6.28,…
$ LBXGH <dbl> 6.0, 7.1, 4.7, 4.7, 4.8, 5.0, 5.0, 5.8, 4.3, 4.6, 6.1…
$ LBXSAPSI <dbl> 74, 48, 41, 47, 183, 104, 67, 99, 72, 75, 153, 44, 84…
$ LBXSBU <dbl> 6, 25, 7, 12, 9, 11, 10, 16, 6, 18, 13, 10, 13, 11, 1…
$ LBXSNASI <dbl> 137, 140, 137, 143, 139, 139, 139, 140, 139, 138, 139…
$ LBXSOSSI <dbl> 271, 287, 271, 283, 275, 276, 276, 280, 274, 277, 277…
$ SLQ050 <chr> "No", "No", "No", "No", "No", "No", "No", "Yes", "No"…
$ WHQ030 <chr> "Overweight,", "Overweight,", "Underweight, or", "Abo…
$ .fitted <dbl> -2.0740109, 0.4336325, -5.7762650, -5.4491232, -5.854…
$ .se.fit <dbl> 0.1427966, 0.1303179, 0.2028511, 0.2515243, 0.2686952…
$ .resid <dbl> -0.48659613, 0.99965363, -0.07868262, -0.09263751, -0…
$ .hat <dbl> 2.022924e-03, 4.052159e-03, 1.269036e-04, 2.699478e-0…
$ .sigma <dbl> 0.6361871, 0.6361640, 0.6361940, 0.6361939, 0.6361940…
$ .cooksd <dbl> 6.226199e-06, 6.458106e-05, 9.598435e-09, 2.832738e-0…
$ .std.resid <dbl> -0.48708905, 1.00168519, -0.07868762, -0.09265002, -0…
# Load the dplyr package
library(dplyr)
# Convert the hflights data.frame into a hflights tbl
nhanes1 <- as_tibble(nhanes)
head(nhanes1)
# A tibble: 6 x 38
INDFMPIR RIAGENDR RIDAGEYR RIDRETH1 DR1_300 DR1_320Z DR1TALCO DR1TCAFF
<dbl> <chr> <dbl> <chr> <chr> <dbl> <dbl> <dbl>
1 4.65 Female 44 Non-His… Much l… 193. 0 13
2 5 Male 70 Non-His… Usual 830. 40.8 260
3 5 Female 16 Non-His… Much l… 118. 0 71
4 5 Male 19 Non-His… Usual 1539. 0 0
5 0.46 Male 21 Other H… Much l… 2577. 36.3 10
6 1.06 Female 16 Non-His… Usual 0 0 121
# … with 30 more variables: DR1TCARB <dbl>, DR1TCHOL <dbl>,
# DR1TFIBE <dbl>, DR1TKCAL <dbl>, DR1TPROT <dbl>, DR1TSFAT <dbl>,
# DR1TSODI <dbl>, DR1TSUGR <dbl>, DR1TTFAT <dbl>, BMXBMI <dbl>,
# BPXDI1 <dbl>, BPXPLS <dbl>, BPXSY1 <dbl>, LBDSBUSI <dbl>,
# LBDSCHSI <dbl>, LBDSCRSI <dbl>, LBDSGLSI <dbl>, LBDSTPSI <dbl>,
# LBDSTRSI <dbl>, LBDTCSI <dbl>, LBXGH <dbl>, LBXSAPSI <dbl>,
# LBXSBU <dbl>, LBXSNASI <dbl>, LBXSOSSI <dbl>, DIQ010 <dbl>,
# SLQ050 <chr>, WHQ030 <chr>, odds <dbl>, log_odds <dbl>
ggplot(nhanes, aes(x= LBXGH )) + geom_histogram(bins=100,alpha=0.5,fill='blue')
#post people in nhanes have diabetes
#this is blood glucose level mmol/L
ggplot(nhanes, aes(x= LBDSGLSI )) + geom_histogram(bins=100,alpha=0.5,fill='blue')
#post people in nhanes have normal to high glucose serum level. normal glucose serum level is at 5.6 mmol/L
#this is bodymass index level normal is 23-25
ggplot(nhanes, aes(x= BMXBMI )) + geom_histogram(bins=50,alpha=0.5,fill='blue')
#post people in nhanes have normal to high glucose bodymass level.
pl <-ggplot(nhanes,aes(x=LBXGH , y=DIQ010))
pl2 <- pl+ geom_point(aes(color=DR1TSUGR),size=2)
pl3 <- pl2 + scale_color_gradient(low='blue',high='red')+ geom_jitter( alpha = 0.2)
print(pl3)
#library(ISLR)
nhanes <- read_csv('nhanes.csv')
Parsed with column specification:
cols(
.default = col_double(),
RIAGENDR = col_character(),
RIDRETH1 = col_character(),
DR1_300 = col_character(),
DIQ010 = col_character(),
SLQ050 = col_character(),
WHQ030 = col_character()
)
See spec(...) for full column specifications.
nhanes$DIQ010 <- ifelse(nhanes$DIQ010=='Yes', 1,0)
nhanes
# A tibble: 26,193 x 36
INDFMPIR RIAGENDR RIDAGEYR RIDRETH1 DR1_300 DR1_320Z DR1TALCO DR1TCAFF
<dbl> <chr> <dbl> <chr> <chr> <dbl> <dbl> <dbl>
1 4.65 Female 44 Non-His… Much l… 193. 0 13
2 5 Male 70 Non-His… Usual 830. 40.8 260
3 5 Female 16 Non-His… Much l… 118. 0 71
4 5 Male 19 Non-His… Usual 1539. 0 0
5 0.46 Male 21 Other H… Much l… 2577. 36.3 10
6 1.06 Female 16 Non-His… Usual 0 0 121
7 1.22 Male 79 Non-His… Usual 2281. 54.3 95
8 3.03 Female 59 Non-His… Much l… 974 0 249
9 1.76 Female 27 Mexican… Usual 622. 0 39
10 1.03 Female 44 Other R… Usual 1421. 0 218
# … with 26,183 more rows, and 28 more variables: DR1TCARB <dbl>,
# DR1TCHOL <dbl>, DR1TFIBE <dbl>, DR1TKCAL <dbl>, DR1TPROT <dbl>,
# DR1TSFAT <dbl>, DR1TSODI <dbl>, DR1TSUGR <dbl>, DR1TTFAT <dbl>,
# BMXBMI <dbl>, BPXDI1 <dbl>, BPXPLS <dbl>, BPXSY1 <dbl>,
# LBDSBUSI <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>, LBDSGLSI <dbl>,
# LBDSTPSI <dbl>, LBDSTRSI <dbl>, LBDTCSI <dbl>, LBXGH <dbl>,
# LBXSAPSI <dbl>, LBXSBU <dbl>, LBXSNASI <dbl>, LBXSOSSI <dbl>,
# DIQ010 <dbl>, SLQ050 <chr>, WHQ030 <chr>
nhanesshort <- select(nhanes, DIQ010,LBXGH, INDFMPIR,INDFMPIR,RIDAGEYR,DR1TCAFF,DR1TFIBE,
DR1TSODI,DR1TSUGR,BMXBMI,BPXDI1,BPXPLS,LBDSCHSI,LBDSCRSI,LBDSTRSI,LBXGH,LBXSAPSI
)
nhanesshort
# A tibble: 26,193 x 15
DIQ010 LBXGH INDFMPIR RIDAGEYR DR1TCAFF DR1TFIBE DR1TSODI DR1TSUGR
<dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 0 6 4.65 44 13 6.4 1426 146.
2 1 7.1 5 70 260 20.3 3708 112.
3 0 4.7 5 16 71 8.3 1937 137.
4 0 4.7 5 19 0 14.3 3289 92.6
5 0 4.8 0.46 21 10 10.2 2959 77.7
6 0 5 1.06 16 121 9.7 3090 153.
7 0 5 1.22 79 95 30.3 2031 133.
8 1 5.8 3.03 59 249 8.7 2006 166.
9 0 4.3 1.76 27 39 15.2 4155 76.0
10 0 4.6 1.03 44 218 66 3135 242.
# … with 26,183 more rows, and 7 more variables: BMXBMI <dbl>,
# BPXDI1 <dbl>, BPXPLS <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>,
# LBDSTRSI <dbl>, LBXSAPSI <dbl>
modelnhanes <- glm(DIQ010 ~ ., data=nhanesshort, family = binomial )
summary(modelnhanes)
Call:
glm(formula = DIQ010 ~ ., family = binomial, data = nhanesshort)
Deviance Residuals:
Min 1Q Median 3Q Max
-4.1992 -0.3434 -0.2016 -0.1202 3.9778
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.214e+01 3.227e-01 -37.603 < 2e-16 ***
LBXGH 1.467e+00 3.365e-02 43.601 < 2e-16 ***
INDFMPIR -5.354e-02 1.643e-02 -3.259 0.00112 **
RIDAGEYR 4.115e-02 1.777e-03 23.151 < 2e-16 ***
DR1TCAFF 2.877e-04 1.180e-04 2.437 0.01482 *
DR1TFIBE 7.339e-03 2.870e-03 2.557 0.01056 *
DR1TSODI 3.402e-05 1.744e-05 1.951 0.05110 .
DR1TSUGR -5.628e-03 4.568e-04 -12.319 < 2e-16 ***
BMXBMI 5.372e-02 3.510e-03 15.306 < 2e-16 ***
BPXDI1 -4.779e-03 1.944e-03 -2.459 0.01395 *
BPXPLS 5.384e-03 2.186e-03 2.463 0.01378 *
LBDSCHSI -4.699e-01 2.694e-02 -17.443 < 2e-16 ***
LBDSCRSI 3.803e-03 5.802e-04 6.554 5.60e-11 ***
LBDSTRSI 1.009e-01 2.034e-02 4.960 7.06e-07 ***
LBXSAPSI -2.806e-03 1.050e-03 -2.672 0.00753 **
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 10809 on 26178 degrees of freedom
AIC: 10839
Number of Fisher Scoring iterations: 6
coef(modelnhanes)
(Intercept) LBXGH INDFMPIR RIDAGEYR DR1TCAFF
-1.213627e+01 1.467247e+00 -5.353540e-02 4.114984e-02 2.876642e-04
DR1TFIBE DR1TSODI DR1TSUGR BMXBMI BPXDI1
7.338571e-03 3.402456e-05 -5.627560e-03 5.372284e-02 -4.779081e-03
BPXPLS LBDSCHSI LBDSCRSI LBDSTRSI LBXSAPSI
5.383626e-03 -4.699318e-01 3.802579e-03 1.008589e-01 -2.806218e-03
smp_size <- floor(0.75 * nrow(nhanes))
print(smp_size)
[1] 19644
set.seed(123)
train_ind <- sample(seq_len(nrow(nhanes)), size = smp_size)
train <- nhanes[train_ind, ]
test <- nhanes[-train_ind, ]
glimpse(nhanes)
Observations: 26,193
Variables: 36
$ INDFMPIR <dbl> 4.65, 5.00, 5.00, 5.00, 0.46, 1.06, 1.22, 3.03, 1.76, 1…
$ RIAGENDR <chr> "Female", "Male", "Female", "Male", "Male", "Female", "…
$ RIDAGEYR <dbl> 44, 70, 16, 19, 21, 16, 79, 59, 27, 44, 62, 38, 43, 71,…
$ RIDRETH1 <chr> "Non-Hispanic Black", "Non-Hispanic White", "Non-Hispan…
$ DR1_300 <chr> "Much less than usual", "Usual", "Much less than usual"…
$ DR1_320Z <dbl> 192.56, 829.50, 118.50, 1539.20, 2577.38, 0.00, 2281.13…
$ DR1TALCO <dbl> 0.0, 40.8, 0.0, 0.0, 36.3, 0.0, 54.3, 0.0, 0.0, 0.0, 30…
$ DR1TCAFF <dbl> 13, 260, 71, 0, 10, 121, 95, 249, 39, 218, 203, 132, 3,…
$ DR1TCARB <dbl> 233.73, 269.93, 238.62, 243.56, 243.38, 275.62, 294.99,…
$ DR1TCHOL <dbl> 48, 138, 132, 359, 80, 189, 98, 79, 1103, 36, 139, 517,…
$ DR1TFIBE <dbl> 6.4, 20.3, 8.3, 14.3, 10.2, 9.7, 30.3, 8.7, 15.2, 66.0,…
$ DR1TKCAL <dbl> 1458, 2168, 1688, 2232, 2083, 2322, 2134, 1722, 2223, 3…
$ DR1TPROT <dbl> 27.43, 75.81, 45.92, 95.17, 51.05, 84.28, 73.87, 40.29,…
$ DR1TSFAT <dbl> 18.274, 17.608, 18.362, 47.397, 21.908, 38.860, 8.661, …
$ DR1TSODI <dbl> 1426, 3708, 1937, 3289, 2959, 3090, 2031, 2006, 4155, 3…
$ DR1TSUGR <dbl> 146.01, 111.54, 136.71, 92.63, 77.70, 152.66, 133.37, 1…
$ DR1TTFAT <dbl> 50.86, 60.16, 63.84, 100.19, 74.98, 101.08, 39.96, 51.2…
$ BMXBMI <dbl> 30.90, 24.74, 16.79, 22.57, 25.03, 18.28, 28.93, 29.51,…
$ BPXDI1 <dbl> 74, 60, 58, 62, 74, 42, 74, 76, 62, 82, 80, 62, 92, 74,…
$ BPXPLS <dbl> 58, 62, 88, 68, 54, 70, 66, 56, 78, 74, 62, 62, 80, 54,…
$ BPXSY1 <dbl> 144, 138, 120, 108, 116, 106, 144, 136, 94, 120, 154, 1…
$ LBDSBUSI <dbl> 2.14, 8.93, 2.50, 4.28, 3.21, 3.93, 3.57, 5.71, 2.14, 6…
$ LBDSCHSI <dbl> 2.664, 3.931, 3.853, 4.241, 4.267, 3.258, 4.836, 5.275,…
$ LBDSCRSI <dbl> 70.72, 106.08, 79.56, 70.72, 61.88, 61.88, 79.56, 79.56…
$ LBDSGLSI <dbl> 4.83, 8.60, 4.39, 4.22, 4.50, 4.83, 5.22, 4.55, 4.00, 4…
$ LBDSTPSI <dbl> 69, 72, 78, 72, 73, 72, 75, 69, 64, 68, 72, 72, 76, 66,…
$ LBDSTRSI <dbl> 0.881, 0.666, 0.553, 1.118, 0.294, 0.632, 0.508, 1.242,…
$ LBDTCSI <dbl> 2.72, 3.80, 3.80, 2.79, 5.35, 3.26, 4.68, 5.30, 6.28, 5…
$ LBXGH <dbl> 6.0, 7.1, 4.7, 4.7, 4.8, 5.0, 5.0, 5.8, 4.3, 4.6, 6.1, …
$ LBXSAPSI <dbl> 74, 48, 41, 47, 183, 104, 67, 99, 72, 75, 153, 44, 84, …
$ LBXSBU <dbl> 6, 25, 7, 12, 9, 11, 10, 16, 6, 18, 13, 10, 13, 11, 12,…
$ LBXSNASI <dbl> 137, 140, 137, 143, 139, 139, 139, 140, 139, 138, 139, …
$ LBXSOSSI <dbl> 271, 287, 271, 283, 275, 276, 276, 280, 274, 277, 277, …
$ DIQ010 <dbl> 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0…
$ SLQ050 <chr> "No", "No", "No", "No", "No", "No", "No", "Yes", "No", …
$ WHQ030 <chr> "Overweight,", "Overweight,", "Underweight, or", "About…
diabetes <-table(nhanes$DIQ010)
diabetes
0 1
23010 3183
round(prop.table(table(nhanes$DIQ010)), 2)
0 1
0.88 0.12
head(nhanes)
# A tibble: 6 x 36
INDFMPIR RIAGENDR RIDAGEYR RIDRETH1 DR1_300 DR1_320Z DR1TALCO DR1TCAFF
<dbl> <chr> <dbl> <chr> <chr> <dbl> <dbl> <dbl>
1 4.65 Female 44 Non-His… Much l… 193. 0 13
2 5 Male 70 Non-His… Usual 830. 40.8 260
3 5 Female 16 Non-His… Much l… 118. 0 71
4 5 Male 19 Non-His… Usual 1539. 0 0
5 0.46 Male 21 Other H… Much l… 2577. 36.3 10
6 1.06 Female 16 Non-His… Usual 0 0 121
# … with 28 more variables: DR1TCARB <dbl>, DR1TCHOL <dbl>,
# DR1TFIBE <dbl>, DR1TKCAL <dbl>, DR1TPROT <dbl>, DR1TSFAT <dbl>,
# DR1TSODI <dbl>, DR1TSUGR <dbl>, DR1TTFAT <dbl>, BMXBMI <dbl>,
# BPXDI1 <dbl>, BPXPLS <dbl>, BPXSY1 <dbl>, LBDSBUSI <dbl>,
# LBDSCHSI <dbl>, LBDSCRSI <dbl>, LBDSGLSI <dbl>, LBDSTPSI <dbl>,
# LBDSTRSI <dbl>, LBDTCSI <dbl>, LBXGH <dbl>, LBXSAPSI <dbl>,
# LBXSBU <dbl>, LBXSNASI <dbl>, LBXSOSSI <dbl>, DIQ010 <dbl>,
# SLQ050 <chr>, WHQ030 <chr>
n <- nrow(nhanes)
n
[1] 26193
#rows
nrow(nhanes)
[1] 26193
#calculate 80% of the rows
n_train <- round(0.80 * n)
n_train
[1] 20954
set.seed(123)
#create an index that is 80% of the data
train_ind <- sample(1:n, n_train)
#seperate the trian protion
nhanes_train <- nhanes[train_ind,]
#see if it worked but counting
#using the "-" sign seperate the test portion
nhanes_test <- nhanes[-train_ind,]
mdlnhanes <- glm(DIQ010~ ., data = nhanes, family = 'binomial')
summary(mdlnhanes)
Call:
glm(formula = DIQ010 ~ ., family = "binomial", data = nhanes)
Deviance Residuals:
Min 1Q Median 3Q Max
-4.2233 -0.3367 -0.1947 -0.1136 4.0299
Coefficients:
Estimate Std. Error z value
(Intercept) -1.603e+01 1.811e+00 -8.852
INDFMPIR -5.140e-02 1.731e-02 -2.970
RIAGENDRMale 4.960e-03 6.023e-02 0.082
RIDAGEYR 3.652e-02 2.114e-03 17.277
RIDRETH1Non-Hispanic Black 1.288e-01 8.961e-02 1.437
RIDRETH1Non-Hispanic White -2.463e-01 8.338e-02 -2.954
RIDRETH1Other Hispanic 2.465e-02 1.059e-01 0.233
RIDRETH1Other Race - Including Multi-Racial -3.790e-02 1.143e-01 -0.332
DR1_300Much more than usual 8.695e-02 1.074e-01 0.809
DR1_300Usual 3.260e-02 6.906e-02 0.472
DR1_320Z 1.024e-05 2.356e-05 0.435
DR1TALCO 1.266e-02 1.065e-02 1.188
DR1TCAFF 4.228e-04 1.225e-04 3.451
DR1TCARB 7.869e-03 6.367e-03 1.236
DR1TCHOL 1.678e-04 1.527e-04 1.099
DR1TFIBE 9.775e-03 4.853e-03 2.014
DR1TKCAL -2.290e-03 1.536e-03 -1.490
DR1TPROT 5.844e-03 6.537e-03 0.894
DR1TSFAT -9.169e-04 4.350e-03 -0.211
DR1TSODI 9.272e-05 2.848e-05 3.255
DR1TSUGR -4.702e-03 9.907e-04 -4.746
DR1TTFAT 2.196e-02 1.338e-02 1.641
BMXBMI 4.021e-02 4.280e-03 9.394
BPXDI1 -5.066e-03 2.129e-03 -2.379
BPXPLS 4.583e-03 2.256e-03 2.031
BPXSY1 2.554e-03 1.576e-03 1.621
LBDSBUSI -1.335e+01 9.003e+00 -1.483
LBDSCHSI -3.444e-01 1.419e-01 -2.427
LBDSCRSI 2.345e-03 6.783e-04 3.457
LBDSGLSI 9.448e-02 5.519e-02 1.712
LBDSTPSI 2.476e-03 5.809e-03 0.426
LBDSTRSI 9.993e-02 2.196e-02 4.550
LBDTCSI -1.270e-01 1.446e-01 -0.878
LBXGH 1.306e+00 4.252e-02 30.718
LBXSAPSI -3.381e-03 1.109e-03 -3.049
LBXSBU 4.783e+00 3.214e+00 1.488
LBXSNASI 1.288e-02 9.791e-02 0.132
LBXSOSSI 8.642e-03 5.194e-02 0.166
SLQ050Yes 5.736e-01 5.550e-02 10.335
WHQ030Overweight, 2.316e-01 6.783e-02 3.415
WHQ030Underweight, or 1.147e-01 1.477e-01 0.777
Pr(>|z|)
(Intercept) < 2e-16 ***
INDFMPIR 0.002976 **
RIAGENDRMale 0.934366
RIDAGEYR < 2e-16 ***
RIDRETH1Non-Hispanic Black 0.150709
RIDRETH1Non-Hispanic White 0.003132 **
RIDRETH1Other Hispanic 0.815940
RIDRETH1Other Race - Including Multi-Racial 0.740169
DR1_300Much more than usual 0.418287
DR1_300Usual 0.636910
DR1_320Z 0.663761
DR1TALCO 0.234663
DR1TCAFF 0.000559 ***
DR1TCARB 0.216486
DR1TCHOL 0.271842
DR1TFIBE 0.043984 *
DR1TKCAL 0.136155
DR1TPROT 0.371330
DR1TSFAT 0.833072
DR1TSODI 0.001133 **
DR1TSUGR 2.07e-06 ***
DR1TTFAT 0.100868
BMXBMI < 2e-16 ***
BPXDI1 0.017339 *
BPXPLS 0.042230 *
BPXSY1 0.105036
LBDSBUSI 0.138128
LBDSCHSI 0.015232 *
LBDSCRSI 0.000546 ***
LBDSGLSI 0.086907 .
LBDSTPSI 0.669937
LBDSTRSI 5.36e-06 ***
LBDTCSI 0.380017
LBXGH < 2e-16 ***
LBXSAPSI 0.002297 **
LBXSBU 0.136689
LBXSNASI 0.895328
LBXSOSSI 0.867862
SLQ050Yes < 2e-16 ***
WHQ030Overweight, 0.000639 ***
WHQ030Underweight, or 0.437320
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 10584 on 26152 degrees of freedom
AIC: 10666
Number of Fisher Scoring iterations: 6
library(tidyverse)
#nhanes_df <- read_csv('nhanes.csv') %>%
# mutate(odds = nhanes/(1 - nhanes),
# log_odds = log(odds)
# )
#glimpse(nhanes_df)
# Do not change the code in this chunk!
nhanes <- read_csv('nhanes.csv')
Parsed with column specification:
cols(
.default = col_double(),
RIAGENDR = col_character(),
RIDRETH1 = col_character(),
DR1_300 = col_character(),
DIQ010 = col_character(),
SLQ050 = col_character(),
WHQ030 = col_character()
)
See spec(...) for full column specifications.
nhanes$DIQ010 <- ifelse(nhanes$DIQ010=='Yes', 1,0)
nhanes
# A tibble: 26,193 x 36
INDFMPIR RIAGENDR RIDAGEYR RIDRETH1 DR1_300 DR1_320Z DR1TALCO DR1TCAFF
<dbl> <chr> <dbl> <chr> <chr> <dbl> <dbl> <dbl>
1 4.65 Female 44 Non-His… Much l… 193. 0 13
2 5 Male 70 Non-His… Usual 830. 40.8 260
3 5 Female 16 Non-His… Much l… 118. 0 71
4 5 Male 19 Non-His… Usual 1539. 0 0
5 0.46 Male 21 Other H… Much l… 2577. 36.3 10
6 1.06 Female 16 Non-His… Usual 0 0 121
7 1.22 Male 79 Non-His… Usual 2281. 54.3 95
8 3.03 Female 59 Non-His… Much l… 974 0 249
9 1.76 Female 27 Mexican… Usual 622. 0 39
10 1.03 Female 44 Other R… Usual 1421. 0 218
# … with 26,183 more rows, and 28 more variables: DR1TCARB <dbl>,
# DR1TCHOL <dbl>, DR1TFIBE <dbl>, DR1TKCAL <dbl>, DR1TPROT <dbl>,
# DR1TSFAT <dbl>, DR1TSODI <dbl>, DR1TSUGR <dbl>, DR1TTFAT <dbl>,
# BMXBMI <dbl>, BPXDI1 <dbl>, BPXPLS <dbl>, BPXSY1 <dbl>,
# LBDSBUSI <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>, LBDSGLSI <dbl>,
# LBDSTPSI <dbl>, LBDSTRSI <dbl>, LBDTCSI <dbl>, LBXGH <dbl>,
# LBXSAPSI <dbl>, LBXSBU <dbl>, LBXSNASI <dbl>, LBXSOSSI <dbl>,
# DIQ010 <dbl>, SLQ050 <chr>, WHQ030 <chr>
nhanesshort <- select(nhanes, DIQ010,LBXGH, INDFMPIR,INDFMPIR,RIDAGEYR,DR1TCAFF,DR1TFIBE,
DR1TSODI,DR1TSUGR,BMXBMI,BPXDI1,BPXPLS,LBDSCHSI,LBDSCRSI,LBDSTRSI,LBXGH,LBXSAPSI
)
nhanesshort
# A tibble: 26,193 x 15
DIQ010 LBXGH INDFMPIR RIDAGEYR DR1TCAFF DR1TFIBE DR1TSODI DR1TSUGR
<dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 0 6 4.65 44 13 6.4 1426 146.
2 1 7.1 5 70 260 20.3 3708 112.
3 0 4.7 5 16 71 8.3 1937 137.
4 0 4.7 5 19 0 14.3 3289 92.6
5 0 4.8 0.46 21 10 10.2 2959 77.7
6 0 5 1.06 16 121 9.7 3090 153.
7 0 5 1.22 79 95 30.3 2031 133.
8 1 5.8 3.03 59 249 8.7 2006 166.
9 0 4.3 1.76 27 39 15.2 4155 76.0
10 0 4.6 1.03 44 218 66 3135 242.
# … with 26,183 more rows, and 7 more variables: BMXBMI <dbl>,
# BPXDI1 <dbl>, BPXPLS <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>,
# LBDSTRSI <dbl>, LBXSAPSI <dbl>
# Total number of rows in the credit data frame
n <- nrow(nhanesshort)
# Number of rows for the training set (80% of the dataset)
n_train <- round(0.8 * n)
# Create a vector of indices which is an 80% random sample
set.seed(123)
train_nhanes <- sample(1:n, n_train)
# Subset the credit data frame to training indices only
nhanes_train <- nhanesshort[train_nhanes, ]
# Exclude the training indices to create the test set
nhanes_test <- nhanesshort[-train_nhanes, ]
library(rpart)
library(rpart.plot)
tree<-rpart(DIQ010~., method="class",data=nhanes)
printcp(tree)
Classification tree:
rpart(formula = DIQ010 ~ ., data = nhanes, method = "class")
Variables actually used in tree construction:
[1] LBDTCSI LBXGH
Root node error: 3183/26193 = 0.12152
n= 26193
CP nsplit rel error xerror xstd
1 0.380773 0 1.00000 1.00000 0.016613
2 0.028275 1 0.61923 0.61923 0.013413
3 0.010000 3 0.56268 0.56425 0.012850
plot(tree,uniform = T,main="nhanes Tree")
text(tree,use.n=T,all=T)
prp(tree)
tree<-rpart(DIQ010~., method="class",data=nhanes_train)
tree.preds<-predict(tree,nhanes_test)
head(tree.preds)
0 1
1 0.953536 0.04646399
2 0.953536 0.04646399
3 0.953536 0.04646399
4 0.953536 0.04646399
5 0.953536 0.04646399
6 0.953536 0.04646399
#train model
tree<-rpart(DIQ010~., method="class",data=nhanes_train)
tree.preds<-predict(tree,nhanes_test)
tree.pred<-as.data.frame(tree.preds)
joiner<- function(x){
if(x>=0.5){
return('Yes')
}else{
return('No')
}
}
tree.preds$DIQ010 <- sapply(tree.pred$Yes,joiner)
Warning in tree.preds$DIQ010 <- sapply(tree.pred$Yes, joiner): Coercing LHS
to a list
print(head(tree.preds))
[[1]]
[1] 0.953536
[[2]]
[1] 0.953536
[[3]]
[1] 0.953536
[[4]]
[1] 0.953536
[[5]]
[1] 0.953536
[[6]]
[1] 0.953536
table(tree.preds$DIQ010,tree.pred$DIQ010)
< table of extent 0 x 0 >
library(randomForest)
randomForest 4.6-14
Type rfNews() to see new features/changes/bug fixes.
Attaching package: 'randomForest'
The following object is masked from 'package:psych':
outlier
The following object is masked from 'package:dplyr':
combine
The following object is masked from 'package:ggplot2':
margin
library(dplyr)
#nhanesshort$DIQ010 <- ifelse(nhanesshort$DIQ010=='Yes', 1,0)
nhanesshort
# A tibble: 26,193 x 15
DIQ010 LBXGH INDFMPIR RIDAGEYR DR1TCAFF DR1TFIBE DR1TSODI DR1TSUGR
<dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 0 6 4.65 44 13 6.4 1426 146.
2 1 7.1 5 70 260 20.3 3708 112.
3 0 4.7 5 16 71 8.3 1937 137.
4 0 4.7 5 19 0 14.3 3289 92.6
5 0 4.8 0.46 21 10 10.2 2959 77.7
6 0 5 1.06 16 121 9.7 3090 153.
7 0 5 1.22 79 95 30.3 2031 133.
8 1 5.8 3.03 59 249 8.7 2006 166.
9 0 4.3 1.76 27 39 15.2 4155 76.0
10 0 4.6 1.03 44 218 66 3135 242.
# … with 26,183 more rows, and 7 more variables: BMXBMI <dbl>,
# BPXDI1 <dbl>, BPXPLS <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>,
# LBDSTRSI <dbl>, LBXSAPSI <dbl>
#data_fac=nhanesshort %>% mutate_if(is.character, as.factor)
#data_fac
rfn.model<-randomForest(DIQ010~., data=nhanesshort)
Warning in randomForest.default(m, y, ...): The response has five or fewer
unique values. Are you sure you want to do regression?
print(rfn.model)
Call:
randomForest(formula = DIQ010 ~ ., data = nhanesshort)
Type of random forest: regression
Number of trees: 500
No. of variables tried at each split: 4
Mean of squared residuals: 0.05378079
% Var explained: 49.62
rfn.model$confusion
NULL
rfn.model$importance
IncNodePurity
LBXGH 1146.71523
INDFMPIR 85.85677
RIDAGEYR 199.99036
DR1TCAFF 89.54424
DR1TFIBE 97.29164
DR1TSODI 102.08023
DR1TSUGR 137.18158
BMXBMI 150.21798
BPXDI1 82.16728
BPXPLS 75.28521
LBDSCHSI 158.98412
LBDSCRSI 118.87952
LBDSTRSI 105.85056
LBXSAPSI 89.56121
#rfn.preds<-predict(rfn.model,nhanes_test)
#table(rfn.preds,nhanes_test$DIQ010)
library(ranger)
Attaching package: 'ranger'
The following object is masked from 'package:randomForest':
importance
library(caret)
library(mlbench)
f_model <- train(
DIQ010 ~ .,
tuneLength = 3,
data = nhanes_train, method = "ranger",
trControl = trainControl(method = "cv", number = 10, verboseIter = TRUE)
)
Warning in train.default(x, y, weights = w, ...): You are trying to do
regression and your outcome only has two possible values Are you trying to
do classification? If so, use a 2 level factor as your outcome column.
+ Fold01: mtry= 2, min.node.size=5, splitrule=variance
- Fold01: mtry= 2, min.node.size=5, splitrule=variance
+ Fold01: mtry= 8, min.node.size=5, splitrule=variance
- Fold01: mtry= 8, min.node.size=5, splitrule=variance
+ Fold01: mtry=14, min.node.size=5, splitrule=variance
- Fold01: mtry=14, min.node.size=5, splitrule=variance
+ Fold01: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold01: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold01: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold01: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold01: mtry=14, min.node.size=5, splitrule=extratrees
- Fold01: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold02: mtry= 2, min.node.size=5, splitrule=variance
- Fold02: mtry= 2, min.node.size=5, splitrule=variance
+ Fold02: mtry= 8, min.node.size=5, splitrule=variance
- Fold02: mtry= 8, min.node.size=5, splitrule=variance
+ Fold02: mtry=14, min.node.size=5, splitrule=variance
- Fold02: mtry=14, min.node.size=5, splitrule=variance
+ Fold02: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold02: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold02: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold02: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold02: mtry=14, min.node.size=5, splitrule=extratrees
- Fold02: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold03: mtry= 2, min.node.size=5, splitrule=variance
- Fold03: mtry= 2, min.node.size=5, splitrule=variance
+ Fold03: mtry= 8, min.node.size=5, splitrule=variance
- Fold03: mtry= 8, min.node.size=5, splitrule=variance
+ Fold03: mtry=14, min.node.size=5, splitrule=variance
- Fold03: mtry=14, min.node.size=5, splitrule=variance
+ Fold03: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold03: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold03: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold03: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold03: mtry=14, min.node.size=5, splitrule=extratrees
- Fold03: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold04: mtry= 2, min.node.size=5, splitrule=variance
- Fold04: mtry= 2, min.node.size=5, splitrule=variance
+ Fold04: mtry= 8, min.node.size=5, splitrule=variance
- Fold04: mtry= 8, min.node.size=5, splitrule=variance
+ Fold04: mtry=14, min.node.size=5, splitrule=variance
- Fold04: mtry=14, min.node.size=5, splitrule=variance
+ Fold04: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold04: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold04: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold04: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold04: mtry=14, min.node.size=5, splitrule=extratrees
- Fold04: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold05: mtry= 2, min.node.size=5, splitrule=variance
- Fold05: mtry= 2, min.node.size=5, splitrule=variance
+ Fold05: mtry= 8, min.node.size=5, splitrule=variance
- Fold05: mtry= 8, min.node.size=5, splitrule=variance
+ Fold05: mtry=14, min.node.size=5, splitrule=variance
- Fold05: mtry=14, min.node.size=5, splitrule=variance
+ Fold05: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold05: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold05: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold05: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold05: mtry=14, min.node.size=5, splitrule=extratrees
- Fold05: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold06: mtry= 2, min.node.size=5, splitrule=variance
- Fold06: mtry= 2, min.node.size=5, splitrule=variance
+ Fold06: mtry= 8, min.node.size=5, splitrule=variance
- Fold06: mtry= 8, min.node.size=5, splitrule=variance
+ Fold06: mtry=14, min.node.size=5, splitrule=variance
- Fold06: mtry=14, min.node.size=5, splitrule=variance
+ Fold06: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold06: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold06: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold06: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold06: mtry=14, min.node.size=5, splitrule=extratrees
- Fold06: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold07: mtry= 2, min.node.size=5, splitrule=variance
- Fold07: mtry= 2, min.node.size=5, splitrule=variance
+ Fold07: mtry= 8, min.node.size=5, splitrule=variance
- Fold07: mtry= 8, min.node.size=5, splitrule=variance
+ Fold07: mtry=14, min.node.size=5, splitrule=variance
- Fold07: mtry=14, min.node.size=5, splitrule=variance
+ Fold07: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold07: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold07: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold07: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold07: mtry=14, min.node.size=5, splitrule=extratrees
- Fold07: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold08: mtry= 2, min.node.size=5, splitrule=variance
- Fold08: mtry= 2, min.node.size=5, splitrule=variance
+ Fold08: mtry= 8, min.node.size=5, splitrule=variance
- Fold08: mtry= 8, min.node.size=5, splitrule=variance
+ Fold08: mtry=14, min.node.size=5, splitrule=variance
- Fold08: mtry=14, min.node.size=5, splitrule=variance
+ Fold08: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold08: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold08: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold08: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold08: mtry=14, min.node.size=5, splitrule=extratrees
- Fold08: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold09: mtry= 2, min.node.size=5, splitrule=variance
- Fold09: mtry= 2, min.node.size=5, splitrule=variance
+ Fold09: mtry= 8, min.node.size=5, splitrule=variance
- Fold09: mtry= 8, min.node.size=5, splitrule=variance
+ Fold09: mtry=14, min.node.size=5, splitrule=variance
- Fold09: mtry=14, min.node.size=5, splitrule=variance
+ Fold09: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold09: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold09: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold09: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold09: mtry=14, min.node.size=5, splitrule=extratrees
- Fold09: mtry=14, min.node.size=5, splitrule=extratrees
+ Fold10: mtry= 2, min.node.size=5, splitrule=variance
- Fold10: mtry= 2, min.node.size=5, splitrule=variance
+ Fold10: mtry= 8, min.node.size=5, splitrule=variance
- Fold10: mtry= 8, min.node.size=5, splitrule=variance
+ Fold10: mtry=14, min.node.size=5, splitrule=variance
- Fold10: mtry=14, min.node.size=5, splitrule=variance
+ Fold10: mtry= 2, min.node.size=5, splitrule=extratrees
- Fold10: mtry= 2, min.node.size=5, splitrule=extratrees
+ Fold10: mtry= 8, min.node.size=5, splitrule=extratrees
- Fold10: mtry= 8, min.node.size=5, splitrule=extratrees
+ Fold10: mtry=14, min.node.size=5, splitrule=extratrees
- Fold10: mtry=14, min.node.size=5, splitrule=extratrees
Aggregating results
Selecting tuning parameters
Fitting mtry = 8, splitrule = extratrees, min.node.size = 5 on full training set
library(tidyverse)
glimpse(nhanes)
Observations: 26,193
Variables: 36
$ INDFMPIR <dbl> 4.65, 5.00, 5.00, 5.00, 0.46, 1.06, 1.22, 3.03, 1.76, 1…
$ RIAGENDR <chr> "Female", "Male", "Female", "Male", "Male", "Female", "…
$ RIDAGEYR <dbl> 44, 70, 16, 19, 21, 16, 79, 59, 27, 44, 62, 38, 43, 71,…
$ RIDRETH1 <chr> "Non-Hispanic Black", "Non-Hispanic White", "Non-Hispan…
$ DR1_300 <chr> "Much less than usual", "Usual", "Much less than usual"…
$ DR1_320Z <dbl> 192.56, 829.50, 118.50, 1539.20, 2577.38, 0.00, 2281.13…
$ DR1TALCO <dbl> 0.0, 40.8, 0.0, 0.0, 36.3, 0.0, 54.3, 0.0, 0.0, 0.0, 30…
$ DR1TCAFF <dbl> 13, 260, 71, 0, 10, 121, 95, 249, 39, 218, 203, 132, 3,…
$ DR1TCARB <dbl> 233.73, 269.93, 238.62, 243.56, 243.38, 275.62, 294.99,…
$ DR1TCHOL <dbl> 48, 138, 132, 359, 80, 189, 98, 79, 1103, 36, 139, 517,…
$ DR1TFIBE <dbl> 6.4, 20.3, 8.3, 14.3, 10.2, 9.7, 30.3, 8.7, 15.2, 66.0,…
$ DR1TKCAL <dbl> 1458, 2168, 1688, 2232, 2083, 2322, 2134, 1722, 2223, 3…
$ DR1TPROT <dbl> 27.43, 75.81, 45.92, 95.17, 51.05, 84.28, 73.87, 40.29,…
$ DR1TSFAT <dbl> 18.274, 17.608, 18.362, 47.397, 21.908, 38.860, 8.661, …
$ DR1TSODI <dbl> 1426, 3708, 1937, 3289, 2959, 3090, 2031, 2006, 4155, 3…
$ DR1TSUGR <dbl> 146.01, 111.54, 136.71, 92.63, 77.70, 152.66, 133.37, 1…
$ DR1TTFAT <dbl> 50.86, 60.16, 63.84, 100.19, 74.98, 101.08, 39.96, 51.2…
$ BMXBMI <dbl> 30.90, 24.74, 16.79, 22.57, 25.03, 18.28, 28.93, 29.51,…
$ BPXDI1 <dbl> 74, 60, 58, 62, 74, 42, 74, 76, 62, 82, 80, 62, 92, 74,…
$ BPXPLS <dbl> 58, 62, 88, 68, 54, 70, 66, 56, 78, 74, 62, 62, 80, 54,…
$ BPXSY1 <dbl> 144, 138, 120, 108, 116, 106, 144, 136, 94, 120, 154, 1…
$ LBDSBUSI <dbl> 2.14, 8.93, 2.50, 4.28, 3.21, 3.93, 3.57, 5.71, 2.14, 6…
$ LBDSCHSI <dbl> 2.664, 3.931, 3.853, 4.241, 4.267, 3.258, 4.836, 5.275,…
$ LBDSCRSI <dbl> 70.72, 106.08, 79.56, 70.72, 61.88, 61.88, 79.56, 79.56…
$ LBDSGLSI <dbl> 4.83, 8.60, 4.39, 4.22, 4.50, 4.83, 5.22, 4.55, 4.00, 4…
$ LBDSTPSI <dbl> 69, 72, 78, 72, 73, 72, 75, 69, 64, 68, 72, 72, 76, 66,…
$ LBDSTRSI <dbl> 0.881, 0.666, 0.553, 1.118, 0.294, 0.632, 0.508, 1.242,…
$ LBDTCSI <dbl> 2.72, 3.80, 3.80, 2.79, 5.35, 3.26, 4.68, 5.30, 6.28, 5…
$ LBXGH <dbl> 6.0, 7.1, 4.7, 4.7, 4.8, 5.0, 5.0, 5.8, 4.3, 4.6, 6.1, …
$ LBXSAPSI <dbl> 74, 48, 41, 47, 183, 104, 67, 99, 72, 75, 153, 44, 84, …
$ LBXSBU <dbl> 6, 25, 7, 12, 9, 11, 10, 16, 6, 18, 13, 10, 13, 11, 12,…
$ LBXSNASI <dbl> 137, 140, 137, 143, 139, 139, 139, 140, 139, 138, 139, …
$ LBXSOSSI <dbl> 271, 287, 271, 283, 275, 276, 276, 280, 274, 277, 277, …
$ DIQ010 <dbl> 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0…
$ SLQ050 <chr> "No", "No", "No", "No", "No", "No", "No", "Yes", "No", …
$ WHQ030 <chr> "Overweight,", "Overweight,", "Underweight, or", "About…
n <- nrow(nhanesshort)
n
[1] 26193
#rows
nrow(nhanesshort)
[1] 26193
#calculate 80% of the rows
n_train <- round(0.80 * n)
n_train
[1] 20954
set.seed(123)
#create an index that is 80% of the data
train_ind <- sample(1:n, n_train)
#seperate the trian protion
nhanes_train <- nhanesshort[train_ind,]
#see if it worked but counting
#using the "-" sign seperate the test portion
nhanes_test <- nhanesshort[-train_ind,]
mdlnhanes <- glm(DIQ010~ ., data = nhanes, family = 'binomial')
summary(mdlnhanes)
Call:
glm(formula = DIQ010 ~ ., family = "binomial", data = nhanes)
Deviance Residuals:
Min 1Q Median 3Q Max
-4.2233 -0.3367 -0.1947 -0.1136 4.0299
Coefficients:
Estimate Std. Error z value
(Intercept) -1.603e+01 1.811e+00 -8.852
INDFMPIR -5.140e-02 1.731e-02 -2.970
RIAGENDRMale 4.960e-03 6.023e-02 0.082
RIDAGEYR 3.652e-02 2.114e-03 17.277
RIDRETH1Non-Hispanic Black 1.288e-01 8.961e-02 1.437
RIDRETH1Non-Hispanic White -2.463e-01 8.338e-02 -2.954
RIDRETH1Other Hispanic 2.465e-02 1.059e-01 0.233
RIDRETH1Other Race - Including Multi-Racial -3.790e-02 1.143e-01 -0.332
DR1_300Much more than usual 8.695e-02 1.074e-01 0.809
DR1_300Usual 3.260e-02 6.906e-02 0.472
DR1_320Z 1.024e-05 2.356e-05 0.435
DR1TALCO 1.266e-02 1.065e-02 1.188
DR1TCAFF 4.228e-04 1.225e-04 3.451
DR1TCARB 7.869e-03 6.367e-03 1.236
DR1TCHOL 1.678e-04 1.527e-04 1.099
DR1TFIBE 9.775e-03 4.853e-03 2.014
DR1TKCAL -2.290e-03 1.536e-03 -1.490
DR1TPROT 5.844e-03 6.537e-03 0.894
DR1TSFAT -9.169e-04 4.350e-03 -0.211
DR1TSODI 9.272e-05 2.848e-05 3.255
DR1TSUGR -4.702e-03 9.907e-04 -4.746
DR1TTFAT 2.196e-02 1.338e-02 1.641
BMXBMI 4.021e-02 4.280e-03 9.394
BPXDI1 -5.066e-03 2.129e-03 -2.379
BPXPLS 4.583e-03 2.256e-03 2.031
BPXSY1 2.554e-03 1.576e-03 1.621
LBDSBUSI -1.335e+01 9.003e+00 -1.483
LBDSCHSI -3.444e-01 1.419e-01 -2.427
LBDSCRSI 2.345e-03 6.783e-04 3.457
LBDSGLSI 9.448e-02 5.519e-02 1.712
LBDSTPSI 2.476e-03 5.809e-03 0.426
LBDSTRSI 9.993e-02 2.196e-02 4.550
LBDTCSI -1.270e-01 1.446e-01 -0.878
LBXGH 1.306e+00 4.252e-02 30.718
LBXSAPSI -3.381e-03 1.109e-03 -3.049
LBXSBU 4.783e+00 3.214e+00 1.488
LBXSNASI 1.288e-02 9.791e-02 0.132
LBXSOSSI 8.642e-03 5.194e-02 0.166
SLQ050Yes 5.736e-01 5.550e-02 10.335
WHQ030Overweight, 2.316e-01 6.783e-02 3.415
WHQ030Underweight, or 1.147e-01 1.477e-01 0.777
Pr(>|z|)
(Intercept) < 2e-16 ***
INDFMPIR 0.002976 **
RIAGENDRMale 0.934366
RIDAGEYR < 2e-16 ***
RIDRETH1Non-Hispanic Black 0.150709
RIDRETH1Non-Hispanic White 0.003132 **
RIDRETH1Other Hispanic 0.815940
RIDRETH1Other Race - Including Multi-Racial 0.740169
DR1_300Much more than usual 0.418287
DR1_300Usual 0.636910
DR1_320Z 0.663761
DR1TALCO 0.234663
DR1TCAFF 0.000559 ***
DR1TCARB 0.216486
DR1TCHOL 0.271842
DR1TFIBE 0.043984 *
DR1TKCAL 0.136155
DR1TPROT 0.371330
DR1TSFAT 0.833072
DR1TSODI 0.001133 **
DR1TSUGR 2.07e-06 ***
DR1TTFAT 0.100868
BMXBMI < 2e-16 ***
BPXDI1 0.017339 *
BPXPLS 0.042230 *
BPXSY1 0.105036
LBDSBUSI 0.138128
LBDSCHSI 0.015232 *
LBDSCRSI 0.000546 ***
LBDSGLSI 0.086907 .
LBDSTPSI 0.669937
LBDSTRSI 5.36e-06 ***
LBDTCSI 0.380017
LBXGH < 2e-16 ***
LBXSAPSI 0.002297 **
LBXSBU 0.136689
LBXSNASI 0.895328
LBXSOSSI 0.867862
SLQ050Yes < 2e-16 ***
WHQ030Overweight, 0.000639 ***
WHQ030Underweight, or 0.437320
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 19380 on 26192 degrees of freedom
Residual deviance: 10584 on 26152 degrees of freedom
AIC: 10666
Number of Fisher Scoring iterations: 6
The idea in random forests is to improve the variance reduction of bagging by reducing the correlation between the trees, without increasing the variance too much. This is achieved in the tree-growing process through random selection of the input variables.This method will have no incremental increase in bias due to this model.
library(randomForest)
library(caTools)
library(rpart)
#library(caret)
#library(CART)
#train a default RF model (500 trees)
#modelsRF <- randomForest(formula=DIQ010~., data = nhanes)
modelsRF<-randomForest(LBXGH~.,
data=nhanes_train,
importance=TRUE,
prOximity=TRUE)
# Train a Random Forest
#set.seed(1) # for reproducibility
#modelsRF <- randomForest(formula =LBXGH ~ ., data = nhanes_train)
# Print the model output
print(modelsRF)
Call:
randomForest(formula = LBXGH ~ ., data = nhanes_train, importance = TRUE, prOximity = TRUE)
Type of random forest: regression
Number of trees: 500
No. of variables tried at each split: 4
Mean of squared residuals: 0.6006228
% Var explained: 43.04
str(nhanes)
Classes 'spec_tbl_df', 'tbl_df', 'tbl' and 'data.frame': 26193 obs. of 36 variables:
$ INDFMPIR: num 4.65 5 5 5 0.46 1.06 1.22 3.03 1.76 1.03 ...
$ RIAGENDR: chr "Female" "Male" "Female" "Male" ...
$ RIDAGEYR: num 44 70 16 19 21 16 79 59 27 44 ...
$ RIDRETH1: chr "Non-Hispanic Black" "Non-Hispanic White" "Non-Hispanic Black" "Non-Hispanic White" ...
$ DR1_300 : chr "Much less than usual" "Usual" "Much less than usual" "Usual" ...
$ DR1_320Z: num 193 830 118 1539 2577 ...
$ DR1TALCO: num 0 40.8 0 0 36.3 0 54.3 0 0 0 ...
$ DR1TCAFF: num 13 260 71 0 10 121 95 249 39 218 ...
$ DR1TCARB: num 234 270 239 244 243 ...
$ DR1TCHOL: num 48 138 132 359 80 ...
$ DR1TFIBE: num 6.4 20.3 8.3 14.3 10.2 9.7 30.3 8.7 15.2 66 ...
$ DR1TKCAL: num 1458 2168 1688 2232 2083 ...
$ DR1TPROT: num 27.4 75.8 45.9 95.2 51 ...
$ DR1TSFAT: num 18.3 17.6 18.4 47.4 21.9 ...
$ DR1TSODI: num 1426 3708 1937 3289 2959 ...
$ DR1TSUGR: num 146 111.5 136.7 92.6 77.7 ...
$ DR1TTFAT: num 50.9 60.2 63.8 100.2 75 ...
$ BMXBMI : num 30.9 24.7 16.8 22.6 25 ...
$ BPXDI1 : num 74 60 58 62 74 42 74 76 62 82 ...
$ BPXPLS : num 58 62 88 68 54 70 66 56 78 74 ...
$ BPXSY1 : num 144 138 120 108 116 106 144 136 94 120 ...
$ LBDSBUSI: num 2.14 8.93 2.5 4.28 3.21 3.93 3.57 5.71 2.14 6.43 ...
$ LBDSCHSI: num 2.66 3.93 3.85 4.24 4.27 ...
$ LBDSCRSI: num 70.7 106.1 79.6 70.7 61.9 ...
$ LBDSGLSI: num 4.83 8.6 4.39 4.22 4.5 4.83 5.22 4.55 4 4.88 ...
$ LBDSTPSI: num 69 72 78 72 73 72 75 69 64 68 ...
$ LBDSTRSI: num 0.881 0.666 0.553 1.118 0.294 ...
$ LBDTCSI : num 2.72 3.8 3.8 2.79 5.35 3.26 4.68 5.3 6.28 5.12 ...
$ LBXGH : num 6 7.1 4.7 4.7 4.8 5 5 5.8 4.3 4.6 ...
$ LBXSAPSI: num 74 48 41 47 183 104 67 99 72 75 ...
$ LBXSBU : num 6 25 7 12 9 11 10 16 6 18 ...
$ LBXSNASI: num 137 140 137 143 139 139 139 140 139 138 ...
$ LBXSOSSI: num 271 287 271 283 275 276 276 280 274 277 ...
$ DIQ010 : num 0 1 0 0 0 0 0 1 0 0 ...
$ SLQ050 : chr "No" "No" "No" "No" ...
$ WHQ030 : chr "Overweight," "Overweight," "Underweight, or" "About the right weight?" ...
- attr(*, "spec")=
.. cols(
.. INDFMPIR = col_double(),
.. RIAGENDR = col_character(),
.. RIDAGEYR = col_double(),
.. RIDRETH1 = col_character(),
.. DR1_300 = col_character(),
.. DR1_320Z = col_double(),
.. DR1TALCO = col_double(),
.. DR1TCAFF = col_double(),
.. DR1TCARB = col_double(),
.. DR1TCHOL = col_double(),
.. DR1TFIBE = col_double(),
.. DR1TKCAL = col_double(),
.. DR1TPROT = col_double(),
.. DR1TSFAT = col_double(),
.. DR1TSODI = col_double(),
.. DR1TSUGR = col_double(),
.. DR1TTFAT = col_double(),
.. BMXBMI = col_double(),
.. BPXDI1 = col_double(),
.. BPXPLS = col_double(),
.. BPXSY1 = col_double(),
.. LBDSBUSI = col_double(),
.. LBDSCHSI = col_double(),
.. LBDSCRSI = col_double(),
.. LBDSGLSI = col_double(),
.. LBDSTPSI = col_double(),
.. LBDSTRSI = col_double(),
.. LBDTCSI = col_double(),
.. LBXGH = col_double(),
.. LBXSAPSI = col_double(),
.. LBXSBU = col_double(),
.. LBXSNASI = col_double(),
.. LBXSOSSI = col_double(),
.. DIQ010 = col_character(),
.. SLQ050 = col_character(),
.. WHQ030 = col_character()
.. )
#nhanesDIQ010<- ifelse(nhanes$DIQ010=="yes",1,0)
#nhanes
# Train a Random Forest
#set.seed(1) # for reproducibility
#credit_model <- randomForest(formula = DIQ010 ~ .,
# data = nhanes_train)
library(ranger)
rf <- ranger(LBXGH ~ ., data = nhanes_train, num.trees = 50, write.forest = TRUE)
getTerminalNodeIDs(rf, nhanes_train)
Warning in getTerminalNodeIDs(rf, nhanes_train): Function
getTerminalNodeIDs() deprecated, calling predict().
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11]
[1,] 8424 4211 10728 6361 4723 7370 1882 2401 8625 476 10884
[2,] 13153 9873 9511 6990 11678 9819 7139 4382 5950 11442 8784
[3,] 4747 11632 10646 6019 7705 1205 2243 7019 7847 5203 11612
[4,] 2787 2390 3975 8059 985 5485 5888 6679 5703 4091 7689
[5,] 4013 2182 9849 11470 1517 6439 10894 3607 12657 13141 12940
[6,] 4254 11529 6649 12054 4016 8579 4500 12633 9589 10980 559
[7,] 2340 10657 7205 5290 9466 3952 4572 8616 11762 9185 13567
[8,] 10235 8083 5018 12229 8901 4424 6976 12012 12042 4192 7867
[9,] 11010 4486 13022 9958 13304 12717 12989 12477 2271 3342 9877
[10,] 7083 5150 8531 4507 3824 1784 7910 7870 3834 4067 12546
[11,] 1911 1968 4790 3736 829 2572 3027 1176 5319 5539 2661
[12,] 2073 6972 4667 7025 5570 11918 2292 3873 8879 12964 9108
[13,] 9045 12607 11456 11047 12044 9583 4556 13049 9654 198 10907
[14,] 8229 830 1535 4806 132 1288 1086 2511 6630 792 1778
[15,] 4538 12566 5222 8666 7638 11176 9680 12944 11055 9578 9771
[16,] 6458 10358 13050 13319 7141 10239 11485 11022 12170 6067 13074
[17,] 2931 146 320 101 2426 346 622 4267 1283 4149 230
[18,] 6011 8204 1551 5996 7739 1307 4150 6856 4290 2046 3809
[19,] 2520 3904 9854 11544 11361 3127 3240 10050 12933 8179 2853
[20,] 13110 9986 12850 5505 2463 4143 13721 12796 13138 2591 5887
[21,] 4819 1000 6936 10759 3360 11305 752 4557 1472 10413 3382
[22,] 7603 4162 10585 13531 9168 8348 3528 11633 11841 10746 6636
[23,] 9989 12123 10669 11159 9393 1015 12593 11276 10537 10357 12659
[24,] 4407 10662 2390 6895 3029 3178 10978 7066 10232 6487 9683
[25,] 4519 12083 9163 5704 9640 9646 11273 12289 3544 9254 11404
[26,] 10238 2837 1724 9149 832 3421 7067 2565 2668 435 2706
[27,] 11176 12789 9875 13506 7126 11006 5488 4202 10464 1625 4635
[28,] 7575 11384 10949 3353 9525 4003 11136 8712 9990 4337 5222
[29,] 9653 12409 10922 10832 8969 11955 13553 10019 12022 4760 12301
[30,] 6198 10342 9271 9182 11274 8105 4256 6942 13369 2961 10311
[31,] 10108 9102 2883 1009 8890 3612 11408 8897 4138 7582 4747
[32,] 8267 13585 9774 4852 12168 9893 9978 10204 6170 7569 6545
[33,] 11149 9925 10185 8555 7418 2835 3693 10185 9972 2557 1583
[34,] 11532 10585 13285 13528 2747 5162 10851 12678 12682 9927 12677
[35,] 8083 10097 8844 8886 10476 11857 8790 12220 12272 10363 4187
[36,] 390 10839 10761 1647 8599 9618 8636 12348 317 6627 10038
[37,] 4894 1819 3961 6389 5167 8204 4676 11224 3443 5260 1575
[38,] 11626 12489 7119 13474 6054 1569 12810 8604 6733 2320 13386
[39,] 9067 7993 6895 7890 4494 5452 10562 8498 6444 840 13544
[40,] 8834 12614 3685 7743 11642 12977 13160 11922 5168 13038 9073
[41,] 5642 9049 2695 6755 8687 7871 7133 8409 11245 11930 6935
[42,] 3466 4305 1794 4290 6331 6150 9642 1727 9456 5339 5187
[43,] 11907 9804 11640 2562 7409 7118 12179 3847 4769 7262 12455
[44,] 10966 10078 12065 5669 5598 9828 13521 8478 13643 12784 11011
[45,] 1129 6536 4883 8529 11541 10143 2781 1717 1349 133 3165
[46,] 483 12593 11414 6007 3179 3083 622 9543 1827 8394 3120
[47,] 12196 8022 10699 9804 4148 12900 10470 8415 6372 10854 13540
[48,] 5834 10182 1870 1615 6776 6892 9016 9885 1148 2760 7742
[49,] 9154 9860 3462 10646 7819 11908 10692 8843 4793 9578 8772
[50,] 2815 4784 3134 10773 3528 4446 5953 12054 594 12156 3489
[51,] 9885 12838 12453 12722 7193 12112 8347 1678 9784 8215 8968
[52,] 12636 9075 6671 9871 6213 10422 5427 8622 5295 12742 9220
[53,] 11610 8700 10821 5606 10833 6766 8221 8884 8789 3986 11698
[54,] 12012 12798 8424 3119 9831 12905 10165 13169 5732 7916 11758
[55,] 9198 7046 2545 7897 272 2399 658 10691 6172 1442 7583
[56,] 8886 6200 2021 12145 1477 3681 9033 7329 12172 13349 5349
[57,] 11201 13422 11611 4162 8370 6107 7509 12300 3449 3259 13352
[58,] 13308 9179 5712 3840 11692 13082 10707 8117 13303 12699 9221
[59,] 9535 2483 11717 7403 1565 11447 3397 11100 7006 9212 8362
[60,] 10543 2545 2626 1136 689 9206 4478 1328 1275 3235 650
[61,] 12667 1436 750 3484 5273 5385 1049 8930 7730 2100 3826
[62,] 5576 11933 11380 10559 6073 12293 7923 11330 7284 3124 12546
[63,] 11694 11026 4960 3643 1206 5443 3924 1891 654 6661 8881
[64,] 351 11025 1875 3308 3166 1659 2857 5685 3012 2030 424
[65,] 12605 12636 11474 9653 11061 6342 13750 8421 13643 10212 13271
[66,] 4259 11206 8563 13363 8027 12958 12500 11002 12812 12904 7207
[67,] 10962 10942 13392 7949 12138 10494 2086 10526 9707 5464 8173
[68,] 5420 10607 2710 6704 10777 1891 3108 10231 4203 6001 11034
[69,] 10536 10811 11430 7741 12113 13514 6701 13081 12301 6531 11682
[70,] 12170 12009 5076 13476 5108 12503 10242 8721 6124 10740 11256
[71,] 13286 2400 4476 986 8215 11896 11384 9797 7544 9116 5806
[72,] 11056 8882 9540 5915 8674 5743 11833 4419 9326 12409 3257
[73,] 12823 8539 8252 9363 8109 5947 5252 10064 8114 13276 13089
[74,] 3669 7603 10848 404 2902 11291 1558 3374 9842 3169 8974
[75,] 5324 6930 4571 9449 13291 11706 3512 9504 2958 906 8551
[76,] 8589 6392 3533 3270 9869 7281 10226 7461 2763 11379 12786
[77,] 7300 12450 3435 291 3779 3911 6582 2385 1252 5009 4045
[78,] 11052 3358 6545 3830 2538 10711 7177 2458 3060 5187 3365
[79,] 5093 7712 11169 7585 12103 13210 5657 12267 7106 8647 12861
[80,] 10503 9367 4333 12596 13267 10845 5476 4648 10101 5835 13342
[81,] 5215 11901 8173 6257 12874 9035 3221 3025 5875 5739 2921
[82,] 5616 12205 3795 5804 8760 9018 11407 6515 9712 12778 8165
[83,] 10637 6373 10587 3279 12636 6248 9261 8400 12300 8135 4659
[84,] 6231 12901 7392 7619 10999 11642 6765 5849 11016 12453 8613
[85,] 4898 5415 7250 6460 1627 10098 4674 1386 2163 3249 12489
[86,] 3628 5934 418 7064 13198 6896 9172 4540 757 5600 4384
[87,] 4344 5994 8602 678 658 7991 11898 10331 4622 1561 11203
[88,] 1954 11702 3809 1966 6474 1141 2889 12030 5375 11099 12219
[89,] 13511 8107 7840 12537 13533 13657 7198 4800 12434 6479 10203
[90,] 6328 12735 11701 7181 13222 11955 13361 12935 10049 12237 12309
[91,] 6623 2997 4070 11717 4960 3513 7086 9049 4600 4677 2956
[92,] 2737 7631 8509 6981 12532 1937 2971 10592 3954 3345 9868
[93,] 7341 6294 5414 1269 7018 3788 11962 7174 10152 13540 3931
[94,] 13316 12212 2843 3846 11710 13596 6022 8418 6138 11972 6576
[95,] 12145 9861 10438 7874 8814 12375 6065 7307 5908 6593 5385
[96,] 7597 8364 10256 13344 13136 10088 9460 10909 2800 8937 11951
[97,] 10062 11436 8412 11642 12126 3902 12621 9632 5930 5354 6372
[98,] 12199 10065 4611 11220 12182 11799 13190 12542 5965 11977 9816
[99,] 13433 1968 4726 2650 9451 11196 1007 3092 7607 8619 6941
[100,] 7244 4958 5370 13010 3767 9026 12439 3167 13675 4984 12757
[101,] 9343 7003 1494 8115 505 4668 7134 11377 12748 2647 2030
[102,] 2621 8000 4715 7887 5239 5206 3706 10200 11284 1944 12646
[103,] 8507 8357 5083 7125 12011 13582 10915 3659 13663 13272 8241
[104,] 286 11729 5912 3048 5642 1384 1754 4617 9900 2054 7053
[105,] 10060 1824 4141 7546 8655 5038 4685 6112 1672 4334 7555
[106,] 12123 1628 9490 10528 9192 13279 10545 6606 5776 2155 12518
[107,] 3752 2863 1557 9123 7848 3485 9886 6842 11063 6728 276
[108,] 8457 4320 9277 10248 12997 10767 6402 10058 10152 11772 12375
[109,] 9880 6200 2713 12476 6026 3563 9734 12450 12832 5000 12520
[110,] 3427 6894 1027 11740 8671 5416 9784 243 2153 10135 12056
[111,] 586 5926 1857 10425 8584 3317 4793 3456 11068 11101 7568
[112,] 7445 11527 7803 2684 12484 4067 12918 13270 9753 11551 10106
[113,] 2995 8617 2297 331 5756 2957 1817 5274 12769 2128 13118
[114,] 1951 5860 6381 2536 1630 5352 9707 6830 4493 8708 134
[115,] 13500 6856 7941 9867 8778 11369 9150 11405 12706 5215 1413
[116,] 6312 4404 3255 7583 2368 9518 5659 9512 3030 13200 3094
[117,] 5353 13342 5672 5461 7560 1646 8656 11186 7667 8697 6915
[118,] 9360 6702 4263 6987 7744 5814 8179 7816 11126 11570 7710
[119,] 1508 9689 3754 5572 2656 13256 5872 8823 1785 2226 283
[120,] 2733 10723 7057 2949 5579 13653 11820 2221 6879 12068 12096
[121,] 4215 10636 11149 2486 5057 12596 3360 5446 5657 4404 11233
[122,] 2520 12789 13105 13529 11388 10474 5332 7002 8761 4964 11686
[123,] 2931 2519 1801 8580 12068 6034 8691 1386 7405 7507 5213
[124,] 12782 12004 8206 8430 688 12034 9494 2748 9263 5125 6231
[125,] 12710 2031 3716 11359 12853 10706 7035 2155 12009 5560 878
[126,] 10250 1312 5314 6987 13039 3597 8978 6616 5950 12689 5322
[127,] 9509 3825 6091 4933 10604 12401 2429 12057 9071 12813 9332
[128,] 12893 11935 10607 10327 5958 5177 6606 5366 12385 6944 4777
[129,] 9598 6021 8185 13497 12699 13495 11607 13173 13435 13521 9510
[130,] 12381 9923 3095 5406 5323 5255 6765 11780 4541 12081 9647
[131,] 11767 4314 2512 8070 4547 10569 6004 4445 6188 8325 8845
[132,] 4678 218 1405 4769 8293 2608 9053 12013 5788 6998 6484
[133,] 13219 11402 2399 7493 6282 3890 6613 11136 8217 9178 6279
[134,] 6930 9112 7886 5669 7816 10526 7752 8446 6506 5361 6801
[135,] 2701 2865 517 1488 858 2583 477 2575 663 7767 1181
[136,] 12807 13512 7876 7444 4851 4048 13268 11682 6315 8212 5747
[137,] 8409 7259 12585 9319 8243 5074 10823 8542 2566 9153 9382
[138,] 5189 12361 11065 10182 11866 9115 12027 13533 3668 12607 9396
[139,] 9651 1685 1647 4025 4572 6937 1760 7461 6730 7851 13553
[140,] 793 12767 13520 13594 8955 13660 6220 12905 11579 12199 12744
[141,] 1145 8918 11463 11132 9389 4088 6719 6928 5136 11464 1982
[142,] 11807 13041 9235 11907 2821 5874 5221 11678 13650 4998 9335
[143,] 3735 12241 10466 12247 7866 7738 11315 10697 11060 12500 12578
[144,] 1099 5920 7997 470 1777 463 3942 2571 799 3643 1891
[145,] 9227 10434 8600 11196 13510 13431 12351 10894 8341 5726 6502
[146,] 5046 10722 5214 12113 5303 12978 13164 1393 9499 8679 11425
[147,] 11536 4351 7410 3899 9362 2941 13785 11781 3363 4182 4107
[148,] 11258 11817 11719 13178 11365 12807 13371 10141 4683 12186 12353
[149,] 10491 9997 7769 11642 13021 4950 12578 12799 3748 13491 6365
[150,] 1084 8229 4011 4903 1300 4452 2322 2634 1478 3681 858
[151,] 11675 6600 4179 4390 10357 9574 9701 11237 7338 10982 6326
[152,] 10227 8456 11395 8042 10857 10630 9088 8865 1224 7002 11689
[153,] 8976 9049 4574 11762 5222 3014 13417 6491 1116 10854 12499
[154,] 4379 12484 7638 1243 7016 7394 10856 8470 10609 8118 9186
[155,] 11261 2905 9183 11993 8005 10739 4243 6905 13708 7866 7063
[156,] 728 8115 2311 3852 6643 13268 7048 2473 4564 13204 5694
[157,] 3944 11762 3957 11895 1403 8499 10883 5254 6833 5063 10375
[158,] 3359 2934 773 7769 13276 6017 939 3698 6842 12590 7299
[159,] 10611 13424 10295 8461 6194 10855 5552 5099 12594 8481 9733
[160,] 7601 8573 11060 10161 12921 13120 9239 10038 6941 8987 9465
[161,] 11382 11856 11962 13526 5946 10232 8586 8537 7438 11306 8907
[162,] 12661 10200 5042 1507 1278 5435 8959 3537 1973 3700 9054
[163,] 4462 7962 10755 7975 3311 5209 2772 11672 8773 1782 8136
[164,] 10637 13201 1150 9633 6497 11567 1424 13243 10798 5224 2599
[165,] 12475 8501 10147 10947 11285 3743 2475 8501 10199 2125 984
[166,] 8084 4625 9823 10635 12197 7670 7953 11974 11924 3455 9075
[167,] 7085 8452 5516 8035 7215 12313 3875 9291 4281 9047 3410
[168,] 7376 13581 12157 11097 12074 7262 5639 4713 7941 6193 9661
[169,] 10174 2887 4833 5800 4535 1987 5180 4589 11369 3715 8139
[170,] 11660 7990 10832 7952 10396 10696 11410 8877 13698 12998 2821
[171,] 1604 9312 4295 3067 1309 6987 3215 1308 13188 8865 8269
[172,] 279 10264 2340 11868 1904 1859 4022 1263 5718 5676 2716
[173,] 4225 5313 8958 5082 2194 9523 9343 8470 5129 5979 4650
[174,] 5829 4784 763 2232 2499 1188 8070 7923 213 949 11527
[175,] 11711 2092 3039 733 10484 746 4882 1201 1468 633 9917
[176,] 13102 6876 12494 12771 9684 10681 10724 13622 6472 11498 10186
[177,] 3560 7082 11566 2764 5506 4698 317 1873 1764 8745 5894
[178,] 2897 5929 731 2886 9716 2791 6211 8969 12751 10396 3749
[179,] 13054 8376 9341 13446 12899 9452 8419 5993 12529 11236 7205
[180,] 124 536 740 122 1558 3309 685 304 7739 1460 494
[181,] 11780 5841 4675 5961 8778 6918 8996 12484 12005 6576 3621
[182,] 10845 11922 3292 2742 6053 13017 4853 11330 3901 10020 7670
[183,] 8815 13433 7400 13265 9428 5263 10492 12619 6859 13225 13454
[184,] 8589 10756 5593 2481 2226 8379 2531 1981 6321 3278 2757
[185,] 12033 6932 5622 11126 10291 12204 3716 2313 3134 12091 6910
[186,] 6707 7775 2277 2046 8749 9669 11807 622 4436 8329 9692
[187,] 10788 5308 6817 8397 2902 7385 5252 7570 2368 8220 2020
[188,] 4312 10579 13550 2502 6166 5229 8458 2181 3238 7070 4765
[189,] 5861 9553 11981 9008 12932 5468 13448 6221 8847 9830 10862
[190,] 7682 7235 8230 10091 4952 9440 12507 8165 2669 8011 6183
[191,] 9839 3625 12586 5222 6224 8504 6467 11749 9049 6488 13522
[192,] 9561 9809 4159 12114 12104 11707 10492 3676 12639 12460 11377
[193,] 4765 7809 5479 5773 11220 10699 8189 7849 3914 9376 8809
[194,] 3894 6482 8409 5283 9508 3929 7683 9600 5003 5268 3136
[195,] 6755 5379 3883 647 10373 9645 6957 8266 6767 8323 12912
[196,] 3822 6473 12229 5200 5019 2987 11635 6956 2972 6357 6218
[197,] 9520 2155 4337 12258 7223 5329 10899 2744 13548 12246 10253
[198,] 8467 7891 4529 10310 6488 6269 1887 13633 4041 9273 2757
[199,] 5201 9599 13438 10895 3555 6235 7255 3879 5234 1594 9139
[200,] 10379 9350 1581 11381 11337 9089 10781 5795 893 12839 9293
[201,] 8724 2385 10543 11021 13220 8345 4184 9407 10478 10719 789
[202,] 5665 6897 7115 6870 9755 9646 9821 13582 6788 5228 12226
[203,] 12527 13497 4893 8377 2647 13464 3216 12103 11460 6859 2965
[204,] 9500 6731 2351 4457 4157 6287 13753 2837 6812 10207 10088
[205,] 3199 6039 3383 13043 11437 12155 10995 8306 12542 12272 10525
[206,] 5024 12772 9573 3971 4801 5231 4456 2679 9173 10677 1027
[207,] 5167 6565 7006 6233 11503 5853 4337 9595 1910 5271 7221
[208,] 964 2031 3132 7973 12233 7763 4963 10200 2028 2702 9099
[209,] 1860 13247 3394 8231 10120 6467 8407 9961 11658 12598 10387
[210,] 4901 5191 6439 6279 9172 8255 13096 3611 9398 12232 7377
[211,] 13423 4397 6316 5394 13030 7558 7809 4278 3977 13204 13467
[212,] 8004 2474 6502 4182 9301 3984 4489 8624 3010 9216 5157
[213,] 7368 8822 4961 357 6276 9070 6663 10409 5569 8279 11972
[214,] 8958 13582 13193 5377 2322 5065 1437 12075 9484 11445 10637
[215,] 1159 1569 11122 11985 8927 3777 4236 10828 3649 10542 11173
[216,] 8128 9279 3804 2099 5505 8701 6935 4540 4847 13045 9937
[217,] 10926 11457 13019 9792 11706 12295 12971 12840 10375 4129 9880
[218,] 10119 5625 7072 11161 10975 13172 13152 9367 11503 12401 7949
[219,] 8348 8508 11339 12311 10706 7314 7302 639 8526 2973 7763
[220,] 6763 6684 12353 8904 13036 12286 9771 8799 4989 8474 8803
[221,] 9337 9873 7100 9965 12207 10597 12331 5536 8009 4512 12100
[222,] 13079 10428 11167 10519 13146 13055 10547 11042 12548 12610 7358
[223,] 3944 8771 7081 1304 3112 2832 2053 441 3432 4253 10571
[224,] 12660 3724 2128 1054 11233 1374 6125 9342 6462 1969 7038
[225,] 4180 1099 1896 11472 413 1039 7401 2093 2953 12599 11770
[226,] 4800 2031 4796 12241 11222 13048 12329 4923 9874 7625 1936
[227,] 3762 254 6884 2962 3388 768 8994 8871 9850 8586 8985
[228,] 9783 13093 3157 12336 1527 12552 10167 7081 5846 4671 11084
[229,] 10808 2573 1797 6448 3276 3029 8632 9543 5584 8290 10655
[230,] 2272 10020 1205 12135 5251 8353 4645 11299 2617 9439 9083
[231,] 9612 3566 5589 13111 3049 11674 1316 6335 6321 6494 791
[232,] 8115 6649 1380 3361 7569 2941 12178 13384 12223 11952 10664
[233,] 12650 4521 5659 6597 11062 13173 9639 12954 9696 11541 8072
[234,] 5398 12679 9048 9663 6397 4309 8812 2664 5375 8730 10079
[235,] 5138 4991 10122 10926 4874 1489 12411 10282 6722 9138 9384
[236,] 4601 7060 6400 3639 8859 5772 10008 5658 704 2744 8872
[237,] 2987 9452 3391 13425 9169 4995 8551 8548 8317 9680 8452
[238,] 3735 7041 2182 5978 7862 844 5172 6824 4826 10389 10821
[239,] 8625 4685 8804 4390 5310 11125 9687 11780 3999 13232 11992
[240,] 1313 7463 1930 8818 9118 1891 3190 1402 10178 8906 7604
[241,] 7164 11730 3821 10002 10506 5582 8086 10708 13418 5634 3622
[242,] 6511 1928 7074 7597 3292 2317 9588 3814 1419 12999 2607
[243,] 4127 7825 2068 11123 4251 5154 5617 10190 6311 9267 5757
[244,] 683 7290 7420 3003 12352 3513 4159 8067 170 6776 2396
[245,] 8859 8465 9483 10510 12918 12746 13178 9194 12181 10500 11439
[246,] 3829 5416 12238 6389 6285 7225 8700 5810 12898 5101 11993
[247,] 12105 9481 11175 12480 1025 4464 12968 12941 9106 7949 5281
[248,] 537 7013 767 1343 1630 2373 395 91 1396 625 1619
[249,] 4404 4342 9637 4314 6337 2941 11674 12718 8288 4186 1554
[250,] 6045 10791 4521 12706 8394 8188 13269 11852 2100 12396 8555
[251,] 13417 3321 11646 8544 8469 4847 13403 4995 8265 6190 11384
[252,] 13321 9177 4670 7039 13194 11296 9808 10228 13413 893 3544
[253,] 6005 729 2622 12218 992 13064 9046 6146 3689 12335 6535
[254,] 12345 13225 13506 9194 7983 11444 12758 4656 4681 7869 4858
[255,] 3224 8785 7191 10405 5354 9528 985 12686 3013 8565 13357
[256,] 9153 10743 5504 6860 11732 5686 9072 8843 8292 1310 10736
[257,] 7265 4877 12187 2297 4727 927 5463 1379 12165 11131 8457
[258,] 6800 6857 8999 12184 6646 5705 10745 8874 8773 8586 7008
[259,] 12411 4223 5533 8235 8058 6208 9255 5841 11823 5975 8042
[260,] 3821 7627 10226 10989 2225 8188 13094 6532 4702 10897 8553
[261,] 5699 10749 13019 5777 11210 7763 2267 9826 10232 7692 4251
[262,] 9127 10806 3675 4428 6470 9583 13442 13053 5281 12068 13481
[263,] 13280 4327 1793 3901 7331 6024 3588 5451 5506 13193 8714
[264,] 5539 4369 1659 10289 4018 7478 7495 13004 5655 1900 3987
[265,] 7560 2438 11912 1769 10891 8137 4522 4989 8124 9728 649
[266,] 12307 12239 9084 8146 5626 9742 1678 1276 9888 660 9108
[267,] 10207 8441 12811 6919 7162 9794 3833 12830 9825 4051 2516
[268,] 11621 12190 8758 6871 9754 9841 11379 11823 12349 10078 6935
[269,] 12061 6215 8098 10499 12647 10505 9722 6221 8931 4869 1113
[270,] 12729 7877 8828 11648 13023 8412 6720 6600 5989 13197 4165
[271,] 6504 2181 12063 13346 11828 13227 5332 8354 9540 6975 6875
[272,] 11531 6128 5533 4073 2877 8433 12549 12258 5216 11937 11018
[273,] 3968 13327 9277 575 1635 12035 8712 1969 5927 1815 6340
[274,] 6679 3016 3407 6663 3746 7808 7149 6000 4902 8031 8792
[275,] 6956 333 4269 642 621 3562 2207 5632 3705 2736 2468
[276,] 12849 8500 4082 11732 4738 1863 11227 11694 11698 7836 10544
[277,] 9845 8982 806 9159 3274 2330 3643 243 321 7575 1263
[278,] 4552 4526 9902 8738 10235 12902 12914 13200 11284 7505 6784
[279,] 8557 5464 4053 10368 4094 10897 11677 3032 6139 6208 13357
[280,] 75 7117 388 760 8583 2423 4794 1808 560 3598 7571
[281,] 660 275 1716 307 2446 425 2153 821 2539 3711 4585
[282,] 981 12690 10880 11694 3303 6527 2889 6849 9810 7740 7053
[283,] 9920 8384 11955 7786 4978 12661 10906 9299 9414 4910 10390
[284,] 2264 12137 9860 2688 5256 6224 13407 12066 3122 7505 2004
[285,] 4743 8858 5309 11339 12182 10705 6065 4899 13261 11952 10732
[286,] 7293 11797 6407 9206 6883 4816 2471 5803 13368 6806 7139
[287,] 639 12673 7127 5485 6551 5380 11772 1298 3512 7796 5580
[288,] 11060 3764 2918 8141 9596 4438 9791 5757 5437 13046 3489
[289,] 1218 13281 1654 11486 3777 8194 6577 1687 1990 9144 11926
[290,] 7143 12233 4290 8120 7923 1336 9883 12506 5996 6734 2491
[291,] 9907 2281 1992 969 10092 6787 10721 3375 2367 7130 2019
[292,] 11921 8293 13134 10917 13579 13576 12507 12560 10860 12869 8452
[293,] 10548 11850 7608 13053 13272 12598 3502 4225 13581 6982 9548
[294,] 4281 12269 9092 1971 7585 3299 1541 6865 4552 7769 1259
[295,] 11863 679 9566 110 9231 12126 8431 2674 8029 8917 7113
[296,] 11205 6566 1651 3200 1561 7467 4358 8687 1981 5461 1507
[297,] 4552 9977 10759 8747 11643 9590 11126 10547 11904 4518 10977
[298,] 12030 12137 12028 11670 12468 11108 8685 8457 8568 11043 12635
[299,] 2986 9721 11646 4265 3322 13147 11113 2864 7124 1254 8676
[300,] 565 2324 201 351 429 1709 422 3472 2003 2750 423
[301,] 6382 2332 8561 5120 6950 4858 3309 2927 3636 7853 13088
[302,] 3828 6527 3150 573 8435 4848 8631 3770 2119 6175 5126
[303,] 8997 10044 13551 11262 2517 9863 1116 13409 13512 8504 10026
[304,] 6927 6905 1712 2277 9740 3435 4919 4116 6709 6434 10109
[305,] 8317 7001 9993 2217 8760 4668 8043 6687 12008 5473 2685
[306,] 12553 1096 1412 671 9261 3686 13005 2498 11252 4077 4716
[307,] 9396 11228 6159 12296 5750 13305 11460 12119 12998 12207 4937
[308,] 1836 5090 2009 4082 7940 6371 1829 2956 8728 6948 3791
[309,] 12824 8563 11815 3551 11927 5619 13620 10765 11677 5742 12887
[310,] 11043 5581 7594 5873 9550 7933 8194 13430 8385 8227 6539
[311,] 5106 12590 12025 9619 7448 4036 5619 12635 9587 10840 10155
[312,] 8834 8044 12540 1994 742 10414 6805 12803 11871 4514 7999
[313,] 9895 1080 2355 6207 5844 8497 8414 7329 12049 12300 7773
[314,] 7067 5046 8158 9036 2866 6595 11793 11326 5549 3091 8803
[315,] 12956 4719 2118 5957 7767 11383 6139 2458 11436 10850 4746
[316,] 7215 9403 9305 11515 9791 11951 11533 8143 13369 3835 11816
[317,] 3030 3373 2241 7550 7372 8181 10405 4899 2640 1219 1545
[318,] 11145 12958 3102 1893 3280 4049 4584 11792 3492 3315 2603
[319,] 13335 4923 6213 792 10629 12429 11951 1954 5732 6848 6004
[320,] 2594 6838 5763 8728 5418 8446 5722 11208 5363 9347 12206
[321,] 11995 9881 10764 8485 7351 12096 10311 12750 10481 10269 2578
[322,] 3644 2424 2159 12211 1467 6773 12958 7398 12743 1632 7811
[323,] 2185 3300 8301 11069 9330 4869 11705 9035 11035 4289 235
[324,] 2034 92 7477 3044 6841 844 4011 792 875 2010 5458
[325,] 4892 5354 5112 2439 3031 10028 3448 1356 5925 1795 2267
[326,] 12486 11537 8875 9634 7594 12072 3628 2154 10473 10105 3514
[327,] 11102 1315 375 9978 9700 13640 9954 1052 5102 4512 5410
[328,] 6369 10466 10969 10946 11855 9930 4243 7286 1103 4709 8234
[329,] 4447 2709 4575 11240 305 4744 1694 11989 3189 12460 5877
[330,] 12953 8677 9953 3795 9136 5467 6912 10180 1229 9087 11610
[331,] 12338 12334 13506 4056 7964 12427 12470 11565 13685 11748 13290
[332,] 2717 787 6456 84 2851 4577 9049 10569 4656 6058 21
[333,] 12636 9024 12865 12090 5104 8456 6465 9593 5344 7338 13030
[334,] 9787 12812 12722 5059 5835 643 5343 2870 8205 6880 6142
[335,] 6817 10031 11448 5630 2517 3366 735 7023 7641 6499 10026
[336,] 9750 13516 7321 9572 11037 8240 5608 9510 13639 1216 11992
[337,] 9068 4708 5036 3664 12571 4387 8946 5524 3495 3314 13489
[338,] 5483 7127 3413 1233 12685 6018 1966 6994 10886 2160 3047
[339,] 2668 1433 12148 1508 5683 1771 8961 8998 4242 3705 7939
[340,] 13400 8427 4917 12158 13373 3331 9743 12981 11460 11825 2406
[341,] 7421 12135 8889 12742 10972 9332 9593 8010 10476 8533 5777
[342,] 6830 4601 9941 8513 8414 13587 6462 11015 11356 11392 602
[343,] 6497 7143 3222 3095 9830 13379 13069 13353 8029 12237 11087
[344,] 11459 6200 6481 13134 13521 13633 9033 11583 10977 12872 4286
[345,] 2514 10525 10355 2501 1545 6367 3346 5877 9385 9961 7281
[346,] 9076 5366 1795 3901 5164 346 3691 1728 4365 8441 4134
[347,] 11540 4633 1149 7871 10419 4493 3941 11631 9057 10287 12010
[348,] 2581 4611 5807 7968 1271 1307 7229 6707 4220 3469 10192
[349,] 9051 4244 10624 3581 6072 1289 4856 8784 12729 8223 8964
[350,] 5852 4048 11227 11196 12319 2498 13619 10658 12517 11268 11451
[351,] 2264 7954 12520 8170 7478 7360 9592 6340 7846 4379 5785
[352,] 5307 13229 12153 10817 2145 11635 11553 9241 9033 13653 4856
[353,] 6882 6633 11923 12096 1652 10058 4638 3268 2260 6182 12502
[354,] 7742 7288 9607 9325 12965 8550 6569 4010 10137 4802 8510
[355,] 12705 5942 6991 7088 5658 7962 7081 3568 5486 7795 1313
[356,] 8719 6795 9663 12058 11524 8377 2536 7590 6313 4032 4653
[357,] 773 6525 5952 8584 9321 2867 3623 6092 2618 10039 5137
[358,] 12185 4396 6235 5296 3136 12020 5640 11606 11011 5124 9686
[359,] 8932 11276 12724 13244 4750 12650 7622 5080 12201 8935 11958
[360,] 2652 1372 2078 2852 12240 2752 6094 7854 7573 5571 7631
[361,] 7329 1127 4465 10941 7089 5076 3551 2927 9553 12345 3650
[362,] 7911 9067 11611 6812 7366 3142 9428 11113 1901 8223 8968
[363,] 12123 11787 9250 1237 9941 9115 9224 9246 13018 7910 9273
[364,] 3531 476 1859 1297 4743 1668 5777 1788 4729 4544 6409
[365,] 12158 10928 4784 3697 4519 8906 9993 2949 7596 5249 4812
[366,] 3534 2817 5907 4669 2512 1737 3882 9933 9797 7727 1211
[367,] 13531 6751 12060 5516 5250 7533 12252 13499 12673 5457 4675
[368,] 6588 7536 2007 7819 4891 11808 11231 13280 5202 4990 9997
[369,] 6580 3960 9979 2711 11348 13051 13619 12227 8761 8179 8922
[370,] 4927 11323 8653 7430 6066 7325 5388 7500 5136 7150 7819
[371,] 5867 7529 1817 9045 6038 6744 6139 7734 6040 3090 11479
[372,] 4936 9907 3577 13259 1577 12881 10222 10494 4042 10897 12620
[373,] 6286 6052 5382 2375 8252 8133 6314 9424 10938 3131 2972
[374,] 2233 4343 2466 8159 12452 3959 6694 2685 1263 9177 9649
[375,] 1984 420 414 4672 3365 5773 2377 1252 4728 4553 2465
[376,] 8594 12869 9227 8541 4058 12470 11055 8036 7133 6192 11987
[377,] 12182 3377 1801 1150 2298 10882 7754 2052 4366 6437 9762
[378,] 6946 3706 2117 5777 12239 2751 3110 231 5283 2700 2834
[379,] 9340 10166 4564 9998 12860 1840 9876 2518 7825 6626 6580
[380,] 2746 4476 12362 5911 2612 6863 6098 7755 5929 7411 6562
[381,] 4793 2771 13294 4856 12822 4689 11946 3361 11410 10824 12700
[382,] 5219 6060 9130 10838 3615 9353 6230 6206 11464 7009 12589
[383,] 5373 926 9819 929 4248 1052 3735 391 9587 240 5642
[384,] 12091 6253 1806 9718 9137 11222 6877 1475 11452 11735 13471
[385,] 10939 9658 11389 7801 7270 8875 7122 9788 7557 3172 12254
[386,] 3863 7447 13556 8365 5852 10793 7352 2854 7271 9807 13511
[387,] 7217 7445 8373 9290 11810 11413 8323 7075 6071 10514 8418
[388,] 10096 1873 12339 2080 10363 6683 12281 13422 9217 4087 4248
[389,] 1978 1741 1557 351 3654 2383 2121 9920 5389 6698 797
[390,] 6933 3644 6934 2140 2589 4474 11224 7378 10526 7114 10911
[391,] 10895 10769 1121 5360 10963 8284 966 6263 6788 4220 12876
[392,] 6940 1372 2914 7988 7898 9019 9163 7854 8646 5466 2040
[393,] 3740 9554 202 4800 9256 1218 4840 9298 390 4919 12164
[394,] 12356 3126 11901 9206 2684 5957 7355 6941 13630 11196 10407
[395,] 7688 10470 13043 5000 9259 13386 11596 7428 13696 13652 9138
[396,] 11478 9618 9349 4946 13504 10154 4254 10774 11100 12319 12421
[397,] 2361 10774 11414 9593 12079 13513 5649 12651 6325 10340 10923
[398,] 13348 10381 11902 7177 12740 11633 11598 5838 13054 9041 7118
[399,] 5182 6566 10109 6254 10887 2055 12504 4885 4444 5313 616
[400,] 6085 8651 9853 4217 3562 7275 1777 6898 5135 9081 10875
[401,] 11098 3282 6899 12213 3864 4574 9979 5234 12737 4926 13249
[402,] 6261 7740 6140 11659 7519 10385 2810 2256 11777 5545 7524
[403,] 13146 10940 8866 1546 7818 9014 7168 12866 6557 9556 11071
[404,] 2425 2567 571 11661 4284 4224 389 5385 2305 5493 658
[405,] 4454 374 9638 5665 10466 5686 5051 5908 3772 4477 1708
[406,] 6025 6326 11768 9279 8946 6095 9297 5307 4924 8856 12801
[407,] 8889 10505 9492 7808 12338 1263 1070 10106 9209 7916 4235
[408,] 12405 12312 12596 3931 11835 7007 6239 6947 12535 12518 11110
[409,] 13279 11372 11790 10598 7701 2707 3587 8716 12224 13490 6333
[410,] 266 534 2951 642 222 820 3176 516 3303 6726 2088
[411,] 5985 1056 10824 3535 2968 7818 7916 6328 9674 2280 2520
[412,] 3543 1441 12129 5683 9749 5675 3167 2566 11374 435 2096
[413,] 111 527 1126 561 8050 71 134 315 1392 2058 2558
[414,] 11447 11889 9121 10232 11873 5834 12445 8266 10739 12836 7175
[415,] 11127 6111 6415 13191 7952 11440 10792 11551 13060 13535 11838
[416,] 10831 6552 12310 7403 5066 6045 3589 11114 2808 9212 9604
[417,] 13106 10913 5016 10656 5067 8438 2706 13050 4469 5214 3435
[418,] 9467 13554 12190 11972 10678 12446 9244 10855 9260 12836 6094
[419,] 12276 1490 6967 1030 7909 1334 11414 535 5395 3716 11749
[420,] 8997 10040 13501 2111 7898 10687 8949 10205 8672 9492 5546
[421,] 10055 849 3891 8557 11023 5031 7661 3850 6787 7291 12012
[422,] 12935 4680 3791 3700 12577 2019 3980 3381 4194 5486 1266
[423,] 2479 10380 12769 4091 6122 12916 10154 990 11337 4908 8900
[424,] 9525 11801 6217 11886 2788 12140 6559 1959 11628 8949 6149
[425,] 8958 1260 4122 5663 4427 5426 13515 12977 5946 8322 7467
[426,] 4916 9680 11453 11598 1942 6276 5214 1672 1707 1623 12619
[427,] 12442 9748 9432 11001 1089 11715 6410 7234 6063 10725 3987
[428,] 10447 12344 9856 4981 10115 11629 10286 353 10437 13471 5725
[429,] 2000 1035 8469 8991 2925 5791 5036 602 11665 6776 5325
[430,] 12566 3081 9585 7772 13261 9130 10784 10310 13550 12272 11776
[431,] 12999 9343 13136 6034 12263 5875 6232 193 13731 687 6009
[432,] 7581 13436 7344 10381 6491 10056 13295 6526 5067 10028 13172
[433,] 5163 11182 2446 5051 10073 6075 6516 12666 11604 6067 10544
[434,] 10184 8179 9073 1394 10262 9634 4790 2565 8805 1024 12656
[435,] 13359 12723 10957 13569 12268 9945 11451 10813 13186 13580 615
[436,] 12217 900 12730 6782 6707 5432 6942 8103 3720 5515 1151
[437,] 4852 5951 11873 8140 2645 890 6044 3509 4846 12503 7759
[438,] 5177 2928 1894 8259 11837 6994 5225 1639 2924 6861 9340
[439,] 10569 2930 9116 7215 13133 10852 9505 645 12456 11167 10526
[440,] 12673 5050 11986 9045 12938 8851 6112 10165 11969 4879 9161
[441,] 3516 11612 2909 2828 7750 4486 6922 10526 12390 3210 7845
[442,] 1764 9143 7816 4399 11627 8489 7797 7141 6328 10316 3552
[443,] 4912 1174 12756 13455 10844 4823 13040 3216 8197 6107 10333
[444,] 4633 11730 4830 2292 512 1382 530 3552 330 2078 5893
[445,] 3863 10476 13479 3215 5738 5912 10769 3631 10998 13423 10435
[446,] 7519 7179 10101 11895 4732 2109 1916 2866 2669 5705 7335
[447,] 2235 12776 11304 8320 7180 8407 4466 11027 5121 7133 13610
[448,] 5873 6328 11990 6941 9054 5597 5082 5143 11981 9048 11701
[449,] 12515 12615 13103 9684 5464 12971 13522 13269 11244 9570 9082
[450,] 3763 9195 9777 10000 11105 11301 11872 6301 7791 13374 13246
[451,] 9613 8363 10710 12623 12935 13366 10199 8198 10522 13336 11551
[452,] 12112 12855 9918 9471 3763 13587 9546 4241 6842 6026 10911
[453,] 9837 8766 11773 7416 11513 6430 1872 5099 13390 11581 9455
[454,] 4313 7258 12422 5103 7250 6374 10903 2951 7686 11875 2856
[455,] 12070 5031 6868 10514 9909 4524 8211 7147 11246 8068 4779
[456,] 3285 8250 5269 9693 10707 5404 2915 9056 8043 11229 7587
[457,] 8207 6185 12404 10698 12934 13600 9903 3838 13377 3035 12512
[458,] 9488 7225 9185 9178 13095 3818 12433 12055 1884 6993 4909
[459,] 4635 485 282 988 259 11307 446 7947 4249 4594 796
[460,] 11926 10334 10373 11527 8318 643 9515 2847 3654 9818 5046
[461,] 7501 7848 6846 5515 7544 11154 13330 13266 11872 3566 8060
[462,] 11192 9452 6415 13580 10634 11438 10792 10281 7192 12866 12366
[463,] 12512 11191 11084 11533 7102 8569 11024 12994 8389 10590 7370
[464,] 1835 6074 1062 2397 7254 13362 3324 8203 3223 4853 4760
[465,] 1168 7665 956 1317 3128 6033 12577 2700 5933 2584 3162
[466,] 1254 9527 1061 6117 6135 6485 3330 5360 3242 3026 11002
[467,] 12175 12108 3574 7673 5224 1005 12561 12751 9640 11957 2820
[468,] 11487 9584 13420 12914 9978 13574 8341 8076 9270 12244 11913
[469,] 12729 10808 8828 9557 10969 11589 10392 6958 2331 7503 5775
[470,] 8362 4991 8077 10114 6868 6957 13049 8219 12989 4723 9378
[471,] 6560 10352 7907 13444 11835 13227 9377 6210 5115 11838 8033
[472,] 9786 12299 12331 13337 2941 12552 11574 10813 10031 8917 10247
[473,] 5964 999 11575 8146 4351 12728 781 13332 13418 6693 4597
[474,] 9223 5157 10410 11307 12403 12700 12670 6146 6975 3826 6475
[475,] 2360 8406 5396 7279 4798 9249 11000 3990 10890 10668 1534
[476,] 8657 2270 10159 11972 13374 1470 12121 9128 13037 8815 645
[477,] 10370 8702 7356 5203 9270 10060 7486 4297 10960 1273 4981
[478,] 4916 11318 9697 12706 2689 12885 5297 11468 6301 3866 12176
[479,] 8051 12048 3957 7601 6262 8500 12169 11757 12056 13380 8649
[480,] 5745 2837 9073 5684 9749 5786 1727 1813 5405 437 10240
[481,] 6354 8274 12931 10143 12728 9195 1946 12234 13245 13112 8526
[482,] 236 96 1580 5800 2607 6584 6992 1888 482 52 9057
[483,] 3405 7969 12585 4648 6226 7402 10246 11267 9019 10810 10915
[484,] 2379 6552 7282 12038 6258 6162 5394 11739 7314 11580 8390
[485,] 4792 1402 4535 462 5691 7948 1706 4463 11992 1280 13040
[486,] 2623 12626 7768 5476 11630 11026 11665 12291 7923 11977 13537
[487,] 11066 10177 9062 8154 6751 3423 9884 6845 5459 12155 5699
[488,] 2203 9329 8069 10951 7985 11983 6295 9028 10752 5863 11754
[489,] 8795 8982 4943 6602 5450 2330 12938 4115 9061 7674 6788
[490,] 10929 8905 11476 7688 6365 10280 11064 12215 12346 13360 13541
[491,] 6221 12059 11103 8616 8477 11129 4580 5791 11807 6531 11348
[492,] 11396 13179 4084 8647 11032 11709 9691 12286 7371 13002 12007
[493,] 5379 12792 7895 6176 8215 7552 10292 8602 12330 10626 5728
[494,] 3445 3582 9897 2655 765 5208 2031 9582 6443 219 3504
[495,] 8639 13473 12181 10115 13333 6934 13461 5255 10195 12168 12309
[496,] 2831 3693 2853 5953 1838 13630 7038 5536 6239 1937 467
[497,] 2235 8701 11723 12683 6178 5014 6443 3266 7240 7241 9468
[498,] 3952 6039 616 322 2788 120 1346 344 5746 10574 1030
[499,] 13238 13549 12418 10501 13261 11011 11462 7135 12679 11267 10852
[500,] 10474 1133 8672 3971 9888 4821 9306 9012 8210 10699 6108
[501,] 10693 5505 6331 177 8431 7507 4642 3270 1831 6559 667
[502,] 2619 4493 11852 8980 9762 12384 11378 6751 12277 12468 8848
[503,] 8836 10939 12857 5515 1758 11148 8794 13502 11874 13037 8002
[504,] 3331 7561 7922 6638 3936 2806 6178 1504 1754 1596 4795
[505,] 10483 10649 10295 6393 12063 8183 12871 1951 11721 10161 6328
[506,] 9610 2194 7509 1210 1509 11030 10192 2122 4612 3925 626
[507,] 12355 4177 10342 8436 8243 9158 12805 7469 10227 1694 5010
[508,] 4417 6808 3660 12135 11640 11023 12215 6354 11284 10212 10102
[509,] 11657 9056 13501 10570 3190 6346 3578 2063 7699 8485 12630
[510,] 6149 5625 5648 2686 12484 6280 12604 11888 12315 11547 12230
[511,] 7894 13311 9144 7614 10996 8503 5755 11755 12055 13494 9683
[512,] 9801 3091 5079 11463 249 7531 7430 6113 8327 9703 987
[513,] 12997 12787 12427 6054 13572 8428 10854 7000 11301 12290 2063
[514,] 13523 6042 12395 8214 12377 6411 5473 1342 7056 13116 12837
[515,] 3985 4424 4439 575 1112 1430 378 7588 11022 6179 3094
[516,] 944 8026 4773 3670 8830 3628 1749 3367 5363 6478 13269
[517,] 10111 10882 13115 12434 6244 2304 1414 11212 11268 6050 2084
[518,] 3359 3226 6072 3003 8199 593 1985 9461 23 5749 7299
[519,] 11102 5833 2844 10750 9660 13676 11306 8116 10707 7630 1314
[520,] 7215 9384 10917 11900 10559 13455 1775 5949 12989 13594 12746
[521,] 949 2439 9317 5725 11652 8726 2971 9598 2223 859 4993
[522,] 3725 6988 12004 2938 5699 5671 9966 8867 12738 784 13407
[523,] 10471 10565 1949 4175 4819 3824 12138 9447 12579 5881 11326
[524,] 3237 13070 6484 13520 10746 11158 11599 12168 3856 12269 4899
[525,] 3140 11538 5738 2635 6537 10956 10356 11629 10470 5245 2785
[526,] 9953 4342 5263 9560 11049 3903 2776 13640 11055 4156 9722
[527,] 5871 6288 7974 5838 2020 9790 4154 2325 12397 310 5830
[528,] 807 6396 7652 5218 8960 10208 12449 8543 4041 10731 1973
[529,] 7810 13272 13492 1827 7273 8596 7442 11055 10531 9116 13010
[530,] 8661 5990 10211 13290 10614 11973 12032 4982 13748 11772 9375
[531,] 5297 8352 7369 13215 9233 13373 11574 10836 8038 3789 10303
[532,] 7094 3278 3562 12523 9226 1286 5109 3342 7779 1153 940
[533,] 476 1012 10906 1172 4562 2790 1174 4598 1861 1468 798
[534,] 1453 9322 12336 12518 6103 6913 9720 13286 9072 7845 2373
[535,] 11316 11428 636 2271 4196 11066 7800 8044 7844 5516 6402
[536,] 8411 7433 5245 12682 10040 12482 13095 11570 2972 1089 7410
[537,] 10731 2227 3394 5524 11892 6721 9033 3811 9090 9832 12042
[538,] 12149 12580 5502 11771 8770 5685 10690 13114 7158 11442 12061
[539,] 10698 6623 6303 5426 11074 8569 11756 8709 9522 9558 9742
[540,] 1481 9259 5338 7052 12565 7958 11882 5658 704 5590 10808
[541,] 11259 10297 11052 13185 13076 5912 13028 9397 9140 5804 6039
[542,] 6110 5191 13478 4143 5796 4872 7317 6391 10228 12225 10465
[543,] 8969 5257 6104 9741 11985 13414 9747 8781 8189 12539 3305
[544,] 12119 12718 5195 12900 12973 1471 4537 9125 13222 12825 11923
[545,] 4025 4385 10309 12926 5061 3780 4410 12374 7315 13199 13171
[546,] 10301 9193 9001 10749 11153 13675 10645 2316 9883 8638 3604
[547,] 5495 7262 1189 1238 12968 3919 12860 10346 11477 2918 10544
[548,] 11328 6364 5356 10903 8990 6940 11966 3216 13008 11183 8360
[549,] 5892 514 4276 6931 2116 6647 1582 5680 10316 2762 3372
[550,] 6620 7400 4463 12480 12927 11877 9939 8369 12677 10627 4725
[551,] 10228 7605 7678 12524 7208 4575 9963 4465 12411 4962 13006
[552,] 4483 8571 2989 6682 11401 10934 4216 12146 11486 6790 10456
[553,] 3262 13451 12072 927 9469 12225 8763 11180 11244 8580 5765
[554,] 1624 2911 10479 11428 10569 9938 6238 6082 6953 13537 8298
[555,] 13019 13548 8951 12863 13404 12068 6302 12949 13504 11306 5718
[556,] 13352 12865 3168 8421 13155 8197 9492 11733 10968 7200 11319
[557,] 6502 13048 6207 10834 13225 13176 6335 4835 5841 8898 12312
[558,] 1416 8153 10876 874 5123 2371 7825 12521 5405 2039 1823
[559,] 9231 1694 622 2907 3793 8888 7115 2520 1520 1177 1691
[560,] 1320 4155 12437 3186 6152 11202 8458 8466 7686 8088 10852
[561,] 12138 9721 9359 8581 9377 6136 10475 1715 5088 5120 10669
[562,] 10980 11000 6977 4621 4337 4302 5811 8988 8828 11128 5922
[563,] 4030 11331 13270 12943 3763 13166 11630 9444 7479 8158 4657
[564,] 2219 8738 1600 8587 5445 1445 2053 4991 6801 11553 8691
[565,] 12274 11012 13129 2055 8847 9911 2116 11440 2444 2770 9778
[566,] 807 4164 3256 8424 2791 8258 5517 8548 9401 9768 7396
[567,] 10503 9738 11917 8418 11513 8043 4332 3601 7108 8267 6107
[568,] 11735 8858 4243 6993 9616 13033 7969 7363 3021 7295 11502
[569,] 8038 5407 10529 9782 11090 4634 9093 3762 9475 5124 10801
[570,] 6198 5996 12441 8228 10018 11491 3481 12537 11581 10665 12833
[571,] 6913 5522 9281 1908 7374 2938 11116 6548 11032 4272 4186
[572,] 7194 891 1310 452 8724 8982 8984 2473 8410 943 5410
[573,] 10853 10930 12491 11774 13393 12308 11859 13658 12939 6481 13484
[574,] 1284 10216 1858 1928 1656 681 7836 3420 9355 991 2335
[575,] 12763 11904 12249 7357 12902 10803 8341 11543 10208 311 6107
[576,] 11022 11933 8728 5860 3820 8766 4830 11929 728 5051 5369
[577,] 12864 2954 6271 12674 11455 2953 5569 8335 12563 1071 1519
[578,] 6921 4554 9949 7746 5336 11204 13704 13088 9750 8694 7034
[579,] 13122 11599 7965 10643 11671 8919 5159 12443 13150 6288 13029
[580,] 11097 6185 1441 10660 12939 10630 7104 1613 11389 9841 8076
[581,] 13321 12103 7450 9083 9700 6636 12974 12944 3754 9461 1708
[582,] 9224 7538 4966 10525 6032 9648 6881 12452 5547 3141 444
[583,] 10310 2619 12370 10729 12842 101 7006 7836 5084 2693 7733
[584,] 4947 5263 3184 9279 10075 9936 13024 5284 10054 8189 10401
[585,] 9432 8712 9279 11558 5036 8038 9421 3941 2139 12004 13083
[586,] 12385 5962 12604 4937 10603 6960 12441 1301 9071 13407 2148
[587,] 2257 10383 12190 12800 12896 4995 7291 4859 2185 9693 9338
[588,] 7375 8822 1144 7614 10274 4212 378 1342 7987 5488 7555
[589,] 13148 5920 4273 1670 11188 7972 9026 4540 1881 3598 9922
[590,] 5398 10233 13127 6581 6405 2422 6828 7886 6572 8727 12213
[591,] 12179 11493 8828 5324 10238 11615 13149 11888 1125 4351 4180
[592,] 12438 13234 10499 12854 13243 9929 6301 9942 13613 11726 10271
[593,] 7324 8492 9209 11989 7079 10852 8586 8264 1103 4709 3062
[594,] 13349 13068 11312 10816 4794 8162 5542 864 8093 8097 12446
[595,] 6986 1459 3040 3637 8834 10550 12290 6791 4574 1388 7739
[596,] 6067 748 13479 8419 5711 9074 10135 877 10998 2983 8394
[597,] 1857 13490 9688 7769 10705 8118 11475 2114 6015 11830 11796
[598,] 7642 6799 9907 11677 6492 8378 3632 12341 10504 10306 5761
[599,] 11030 2424 850 11825 2746 9701 6872 8420 1450 6048 10911
[600,] 2920 8702 13179 6254 13456 8256 13271 9601 9430 13136 7378
[601,] 4441 9062 7685 8855 11656 11358 13203 5495 12385 13193 4799
[602,] 1798 7016 4283 4332 3124 7609 3764 1245 4829 2035 8720
[603,] 1459 8441 6338 8988 9068 13434 11785 7244 6970 4805 9835
[604,] 11076 13465 11544 12536 5652 6634 8957 10650 4342 5430 10131
[605,] 2108 10150 3589 7014 1823 5759 4979 8775 12976 5210 1778
[606,] 11818 1165 4089 12911 7017 11443 3397 3917 12578 12857 8359
[607,] 11961 1569 13397 12296 9827 6964 5194 10019 10031 13521 11091
[608,] 3682 3687 2750 7026 11090 9873 5047 4780 11988 10247 11046
[609,] 2064 742 1305 5839 6078 1272 3869 13276 4865 4958 5379
[610,] 9624 12977 10654 13118 13292 12104 10236 12367 4948 11453 6130
[611,] 5871 2385 11981 5571 4863 1784 8843 9831 2033 2375 8976
[612,] 13206 676 11901 8331 10825 3854 12524 13456 11581 9915 13513
[613,] 3318 5027 4070 6653 1515 2797 11889 10148 10978 9712 10398
[614,] 9369 3726 275 10750 11140 2704 10753 3747 4329 7631 8171
[615,] 8255 1791 1836 3615 4371 1299 4097 925 7272 10898 4289
[616,] 1018 1497 2471 11289 5997 13428 6892 12451 3421 1541 7640
[617,] 11322 11907 10106 11963 13489 11465 6222 4829 10806 11186 13432
[618,] 2236 7453 12254 12683 8133 6142 9303 8408 12463 7088 7275
[619,] 10876 7995 12095 8848 11192 6807 11807 1513 3156 11489 10053
[620,] 13536 12951 8896 4459 8522 1592 10474 4781 7591 8529 4806
[621,] 6351 6094 7309 10834 5718 10767 8257 10097 9127 6867 10290
[622,] 215 11735 605 8166 11039 3320 2159 4528 1314 2821 699
[623,] 12490 4964 974 13396 8019 11563 12016 8198 8931 11290 4396
[624,] 8392 4291 7315 5115 12419 4793 4337 10847 6999 4237 3936
[625,] 8500 7209 6433 12257 5808 4856 6302 6903 11637 8932 5968
[626,] 7815 13402 6484 6692 4738 9811 9086 1032 8336 3937 1677
[627,] 7576 4429 6029 8534 6539 2968 6708 2424 2597 7238 10609
[628,] 9656 8490 1676 6156 4639 13330 13474 1113 10738 10540 1469
[629,] 10783 7577 10821 11208 4717 12760 7210 6624 9760 11927 6947
[630,] 8497 11129 10372 6068 7223 12128 9515 848 13242 8949 1520
[631,] 8229 2287 2725 5847 7213 11330 11358 9287 11380 9047 5801
[632,] 4735 7105 8036 4902 512 7963 3210 1223 6683 986 595
[633,] 13185 12736 10259 8206 12643 10771 6239 1339 9131 13429 11785
[634,] 7586 6717 12040 8694 6369 12509 4640 10981 10509 8398 12635
[635,] 5412 7492 2607 1449 1974 2632 4073 2926 2945 3815 1677
[636,] 11840 6404 11733 10258 6971 9179 5296 8538 11686 12574 13295
[637,] 13068 12797 7217 8377 13357 13659 10778 12119 13598 13592 11091
[638,] 2561 7924 1027 3466 6485 6297 5643 2309 7666 10875 10195
[639,] 5158 7395 11770 13319 11855 10760 3276 1645 13452 12556 10271
[640,] 1949 3670 10029 12199 11766 2749 8944 12010 5342 6626 11652
[641,] 785 4956 6562 13237 10821 9373 13394 9280 7461 4840 12944
[642,] 11313 4404 11921 4346 8542 11699 5737 11220 12598 7640 6397
[643,] 657 3767 12560 4928 1782 264 5970 9865 2551 12138 12991
[644,] 6935 599 4549 4727 1270 2014 6121 9339 8705 8574 9911
[645,] 7871 4344 6539 4314 6338 6135 13770 10784 8456 4182 11389
[646,] 8617 2980 3538 9179 2783 12481 2675 6943 13250 8087 8492
[647,] 11676 9147 7787 11122 8568 11766 11190 11498 11790 11609 1069
[648,] 11558 6812 5583 9500 13297 5204 7634 12789 9785 3294 10206
[649,] 12201 8735 2489 10584 12838 4365 12299 4899 7405 1887 12107
[650,] 9521 2331 10182 8186 351 4770 1280 10759 10950 2141 1495
[651,] 4936 6335 11663 10255 9798 12810 5295 6084 10163 4818 13295
[652,] 4710 770 7664 6948 3697 1890 9099 6294 7772 4949 6950
[653,] 6211 5487 10310 2552 6324 9274 11732 11881 3032 4343 6396
[654,] 8379 11167 10579 12836 12600 10022 12027 6321 11586 4843 11825
[655,] 3478 12978 9783 11617 12768 5202 6456 7437 4227 8362 7021
[656,] 12861 10307 13163 9371 13579 11491 7553 13173 13233 9764 7341
[657,] 12980 3133 11683 4175 7996 5965 7317 12528 6983 7853 1495
[658,] 13212 5121 7212 12559 5819 11955 12019 4019 13675 12178 13279
[659,] 10176 4778 6953 1840 4172 4313 5789 7890 7730 3634 5931
[660,] 5873 5325 7123 6677 2746 4386 2910 6239 6751 479 13386
[661,] 12158 10932 9991 13389 8755 6836 9993 13629 11288 11014 4811
[662,] 9187 8149 12142 7713 3269 2371 3751 6861 6580 9640 5584
[663,] 1460 3980 8602 8030 10868 4721 9911 10129 13355 7845 11441
[664,] 9623 6122 12394 12841 13587 4979 13371 5295 10346 12654 11186
[665,] 2811 977 10888 470 2486 10587 776 1818 4831 2034 12133
[666,] 11530 9502 13382 5543 13594 6721 7153 11664 13145 10671 11022
[667,] 11440 9589 8717 5567 12942 3337 6911 11627 6018 11375 4289
[668,] 5650 3596 11514 5639 2253 9391 2570 7421 8774 4215 11720
[669,] 8359 13554 11632 8428 4601 6947 9247 10058 4855 9732 13313
[670,] 8371 12755 7504 12579 10564 4754 12791 4626 10893 9684 13289
[671,] 6360 11918 12950 3215 4844 9977 2492 8551 8189 8206 9486
[672,] 1609 7612 4190 6280 12995 8258 12157 5422 5047 5293 3068
[673,] 2372 12152 8875 3020 4276 5115 10463 11180 4356 5246 6762
[674,] 1467 3235 6061 8025 8288 12321 2196 7884 4563 1699 12072
[675,] 13453 10361 4477 10075 12413 11633 11594 1309 9558 8003 10139
[676,] 6034 11767 10193 11932 10566 9023 10067 9167 13435 13267 8294
[677,] 7978 10932 5673 10628 12187 12690 13197 9733 6391 12026 4537
[678,] 11721 3273 828 12782 972 4422 8884 3399 6756 3169 10000
[679,] 4315 2228 11367 8759 12664 9647 5819 4917 6393 5919 7781
[680,] 2799 4800 12128 7061 7855 6897 1235 5651 8879 1423 2094
[681,] 8234 4132 3031 11304 628 3410 1585 2585 942 7721 3373
[682,] 12844 1594 13351 10517 9047 12669 13242 6066 9224 7844 12353
[683,] 11203 12048 7052 6390 3132 9305 11098 5405 3442 4269 9684
[684,] 4669 5578 10436 9070 11686 7933 8986 9789 3954 7569 6540
[685,] 8694 6240 11441 12610 2001 12094 10287 638 9576 8081 9961
[686,] 10126 9060 10662 12507 11089 13022 11258 11984 11362 12732 6706
[687,] 12542 6214 4901 7320 9935 3743 5275 10147 12767 2889 3831
[688,] 9896 7563 11346 5572 8345 4472 4314 12194 12357 8119 8975
[689,] 9536 10101 9764 13113 9294 11732 8566 13008 9437 12036 7402
[690,] 12613 6687 8499 7864 12554 11800 11819 8351 3984 1260 10782
[691,] 10930 10148 12501 8891 12194 10527 7982 4116 11931 10136 11656
[692,] 11919 11846 12248 11944 13372 8195 12520 7476 12521 10626 13449
[693,] 4883 3097 2341 6126 12391 2182 7550 715 9928 7820 12429
[694,] 6720 3377 1801 5377 2290 9221 10449 10783 3768 6454 7511
[695,] 5982 12700 4034 11871 5612 1851 9892 12041 1469 8755 1301
[696,] 13143 9829 2652 10438 6418 12650 7804 12944 8254 11645 6382
[697,] 9496 4404 2341 1136 6277 346 3608 12715 1267 3236 661
[698,] 5207 6232 10722 12846 12907 7370 11992 7311 11816 5942 9126
[699,] 12015 11088 13008 13202 13322 11632 11559 3781 13743 7941 9258
[700,] 8413 11182 12439 3945 4729 7184 9450 9412 12521 6934 7311
[701,] 13019 5479 11739 1792 8386 9135 1899 6243 11730 10912 3145
[702,] 6005 2603 10527 4739 6673 873 9934 10638 3635 4079 5320
[703,] 11230 7207 13014 10803 2949 12925 9328 893 12535 9815 4876
[704,] 13371 10589 12773 12639 10028 6370 10292 2950 9659 12920 4727
[705,] 12145 6684 12361 8866 10461 6829 8931 9759 6227 7205 6555
[706,] 5272 10515 9411 10909 12633 8120 9267 8538 13240 8118 10474
[707,] 6571 4757 12749 1900 2331 6509 1030 781 3053 9611 3220
[708,] 9934 4156 11366 10319 8231 1025 13105 7532 13299 10749 8102
[709,] 204 1117 2529 564 222 1099 2126 3471 3701 4557 3234
[710,] 5813 7329 622 9003 1511 6916 7123 6146 10144 4810 11470
[711,] 3196 12206 3131 11675 9491 6394 1464 2418 635 5476 8011
[712,] 3642 2997 10621 11194 3642 11886 10676 11326 10096 10597 8759
[713,] 11839 8323 13415 10833 880 7059 841 6084 13061 12845 3909
[714,] 8619 1859 7415 4915 5125 2914 8636 2008 5499 5133 667
[715,] 6118 10334 7308 10940 7951 13087 12054 9401 9238 7866 11176
[716,] 6445 11437 5949 9529 5349 2111 4565 2204 2617 4150 10575
[717,] 12878 1365 3672 7923 6692 5558 8017 13143 1456 13498 3567
[718,] 438 5581 11226 9979 9662 7934 7200 8110 7350 11058 10804
[719,] 673 13365 1579 2799 1821 537 4957 3559 7741 1492 4578
[720,] 6492 3106 8423 13225 4831 13196 10924 4168 8333 5065 11084
[721,] 3592 9660 6494 8995 6084 2659 10679 13286 10150 2391 5319
[722,] 13009 9844 1975 9543 9353 4869 11133 12889 11730 11538 8717
[723,] 2977 12502 8283 6387 12779 6977 12181 3770 9436 5260 12455
[724,] 10713 3836 4459 3051 13571 618 4213 9047 9087 8053 10307
[725,] 5560 10727 8634 6743 4371 5669 8139 11319 11000 7905 7669
[726,] 1802 8216 3113 564 1715 1129 2126 1864 1437 4618 1819
[727,] 12203 374 6536 12771 11692 6809 9925 7757 11736 12689 5387
[728,] 7460 5475 3170 7519 6285 4847 9551 11127 9287 7200 4074
[729,] 7309 6233 6561 13408 11803 6261 11457 5114 4026 4839 7778
[730,] 8424 7245 13363 12311 10592 607 554 4908 9546 2201 7763
[731,] 2066 8694 2031 3788 212 11898 9920 1740 291 7182 8108
[732,] 11102 5593 5316 10736 11690 5815 1185 2275 752 10323 10794
[733,] 11013 12078 9631 6981 8701 7933 13003 9262 7347 4143 12919
[734,] 7790 3962 12469 8760 9260 4472 12661 9298 12931 8016 8917
[735,] 11380 11303 13260 13118 11986 10836 593 11075 2194 8158 9603
[736,] 13104 5603 6372 11754 9629 1746 11848 3800 3987 9244 12554
[737,] 7739 7954 8898 7108 8610 11704 8651 8480 10725 10337 5787
[738,] 9045 12609 11474 11047 8418 5204 1325 13049 7534 8378 1412
[739,] 13462 10415 11887 810 8310 11071 9467 7478 12815 7955 13141
[740,] 9602 13226 10256 6155 12645 10776 13032 6124 10191 6847 3844
[741,] 8337 5549 9630 2784 6595 1307 12359 8330 3932 5440 9903
[742,] 7691 709 2143 7210 671 3164 4283 1517 5114 749 2497
[743,] 11482 10422 11987 12145 3551 4524 4046 2163 5230 2231 2853
[744,] 13042 10687 10351 5283 9507 12461 11098 11615 2590 3351 1573
[745,] 3191 7409 12388 3128 1494 4219 6565 5069 2057 5842 3040
[746,] 3616 4476 8108 12228 12839 12715 7029 9991 3441 1260 7640
[747,] 6160 2347 10167 5146 11802 7200 4337 7211 4970 2128 12804
[748,] 5067 560 4122 5295 10192 2947 11109 5437 5923 8456 7559
[749,] 2056 5324 12805 8016 10777 11343 4044 9160 10674 8171 13249
[750,] 5699 3442 2400 5280 3319 4893 7742 9622 3443 2536 6386
[751,] 9620 5610 4568 6489 4198 12959 975 12298 7157 12042 12862
[752,] 2805 11029 12570 9121 7860 9899 317 1270 8879 9606 5825
[753,] 11676 6943 9817 11122 11062 11765 8789 6270 11790 12130 6384
[754,] 9717 12782 13183 12374 13345 9052 12473 8341 11093 13557 12360
[755,] 4554 9086 6752 12511 13307 13070 11260 13572 2412 9438 9075
[756,] 12234 9834 2644 9538 12782 11508 13785 13342 1653 5102 11386
[757,] 11068 4776 10048 4623 7872 6911 5923 7889 12423 5621 12211
[758,] 11717 5338 10794 11819 11374 9700 13448 6241 12973 12660 12609
[759,] 995 4834 798 1011 2607 5443 3924 3562 1005 5657 4518
[760,] 2877 12699 1644 1508 1891 1243 8016 3509 5718 8766 1747
[761,] 6547 12287 10159 10880 5801 12183 7410 11597 9073 9693 4895
[762,] 2140 272 848 5994 1300 4522 5031 3535 2737 54 4619
[763,] 11399 12342 7606 13335 13121 11117 12080 6213 11826 12920 6869
[764,] 1945 2562 7231 1320 4310 2139 10438 12415 3752 6425 1082
[765,] 11772 8124 4565 9984 7748 3708 7104 10221 2820 12424 6527
[766,] 4995 7454 5943 2467 10598 3969 1812 5954 7886 3847 12419
[767,] 10452 12769 11647 6055 11318 13366 10919 8025 11651 10634 10383
[768,] 9483 7623 5096 3259 12041 8123 10251 11127 12623 8240 10568
[769,] 4372 5206 4196 8205 10829 8226 9531 922 7083 1560 8494
[770,] 6471 6595 6267 6424 5357 3037 13300 13385 8405 2452 10578
[771,] 8786 6361 8226 9284 8992 13200 8456 12157 12841 7864 8361
[772,] 6898 9080 12474 11270 4374 5724 9978 12865 13151 4102 11700
[773,] 6468 5638 3089 11132 13177 9390 13690 13244 7917 3289 6686
[774,] 13260 3292 11723 8905 5521 13018 2972 10376 9434 10782 8411
[775,] 6225 12041 8203 11095 7425 3029 5590 6965 13639 6201 9646
[776,] 8141 5877 748 2696 1196 2418 2150 4615 11960 677 3755
[777,] 11815 13380 11931 13021 5750 12069 13057 4847 11177 11827 3623
[778,] 6647 6108 11962 9382 2878 2272 1995 12258 8958 11938 2512
[779,] 9596 12919 1243 6532 9444 11720 13609 9532 7415 13030 11379
[780,] 9738 1938 9835 626 11588 7376 6754 421 12316 7484 5622
[781,] 12830 11846 1931 12381 13572 13153 12461 11055 8317 9854 10322
[782,] 1633 4330 4884 6395 7571 6947 6615 2204 2590 6132 9655
[783,] 2616 863 4924 10401 9360 11507 11742 3726 5605 9227 5152
[784,] 3631 5301 6380 11299 992 3554 8119 8777 3695 10701 3320
[785,] 11710 5549 10420 9064 5476 12341 12990 9084 3718 10804 9901
[786,] 4585 12667 12749 2046 498 2456 3927 1827 4497 2757 10810
[787,] 11848 6316 11260 13232 2791 10076 13634 12662 9265 10699 11298
[788,] 7242 9510 12383 12279 2821 4816 10048 7497 10979 1648 11844
[789,] 6570 2796 8040 5522 1759 7607 7843 4575 6577 10435 7953
[790,] 8407 4290 12710 11632 3319 3897 4686 8699 11032 8441 9767
[791,] 7459 13473 3170 10829 6096 4257 4279 7473 12075 3181 2975
[792,] 1109 1592 6558 3757 10125 2550 6849 11359 11387 8016 7784
[793,] 9509 2151 6135 6028 1490 2351 12493 2698 8016 7816 2975
[794,] 7976 12642 5744 10336 7361 12664 900 8486 9782 9490 7007
[795,] 7845 7275 5775 826 8332 10477 3570 11666 9670 12320 11570
[796,] 2159 13017 10067 10014 7851 9003 4146 11454 6677 6696 3821
[797,] 11680 5736 3683 2116 5664 9692 4918 8758 780 10239 5618
[798,] 11124 8339 10322 13577 11242 13455 12452 12129 8345 13536 7176
[799,] 13355 9670 6850 11597 5990 12979 5521 11667 9636 2273 2752
[800,] 7432 9147 10704 2650 10284 13400 9691 11921 9604 11049 3567
[801,] 12622 9089 3681 9803 10238 12544 10474 5918 6371 7490 6935
[802,] 12017 4965 7032 12552 141 11047 3485 10908 9044 12818 6192
[803,] 6581 2905 6108 9724 13575 1863 5262 946 13445 7835 11088
[804,] 6264 3869 8417 3094 13266 12589 12511 8500 12531 13548 12435
[805,] 5505 7598 7965 2016 8349 7744 7918 8470 12724 8182 13220
[806,] 7915 10889 10644 2813 5512 4614 11381 13279 11081 10817 12543
[807,] 5694 6690 5488 8942 10386 11378 5104 13324 9471 12045 7710
[808,] 2509 12809 6104 3246 10753 5836 12782 8265 5531 6789 5005
[809,] 5510 12826 10637 3581 8276 3583 7167 10582 11351 5029 8110
[810,] 11717 5051 8973 13147 2870 5467 5858 6623 7763 5043 9971
[811,] 6260 12042 4159 3421 11004 11707 6652 2221 9486 8645 13357
[812,] 9437 3995 9394 13361 8919 6979 4169 3930 5855 7882 10268
[813,] 4884 2347 13175 12045 7063 8275 13272 4703 9430 1051 7378
[814,] 9227 5245 12725 2914 8181 13435 11228 12621 5882 7849 4284
[815,] 2279 9836 8112 3365 8467 10097 5605 2685 1948 819 7452
[816,] 5485 1656 1796 92 1372 4543 1222 3993 48 3744 6196
[817,] 9005 1668 8521 5596 9116 10521 5869 8440 10351 10731 12076
[818,] 2720 5245 11201 2179 10043 7690 1558 9975 7264 8886 2401
[819,] 6563 4162 2696 11018 7266 12207 4500 5174 10472 8155 8052
[820,] 10104 12859 5738 6682 5015 11774 7626 2296 11256 8183 10907
[821,] 12807 6745 4534 12921 13295 5074 8494 12367 10367 12714 12814
[822,] 11978 8522 9607 6203 7158 5998 10878 7557 11702 6071 8328
[823,] 913 12857 13109 12664 11497 11761 3357 10350 12688 514 13019
[824,] 11417 10391 12716 13513 4966 13584 10152 10285 13486 12608 3930
[825,] 7414 1909 7877 7669 5233 6230 8631 1967 11203 8395 5568
[826,] 5489 2164 6459 9211 2024 3913 3471 1402 4595 10574 3037
[827,] 5113 9881 12511 928 6347 12084 6671 9563 4081 3301 4682
[828,] 11286 10416 1062 13056 6120 6486 10944 5360 8781 9041 11002
[829,] 13311 11631 1461 11852 10383 12717 10590 5495 3309 8373 7853
[830,] 10830 2545 3245 12031 10885 9206 4487 8072 9198 8880 11325
[831,] 7608 12181 2057 7435 2250 12885 4432 639 12319 9411 1811
[832,] 858 13004 6968 6017 8614 3260 417 6885 2551 6742 2788
[833,] 9785 8263 12388 13437 8973 10370 10188 12609 10058 3821 8253
[834,] 5828 5431 10429 11334 13051 8765 9845 8273 12276 7394 7725
[835,] 12329 1503 219 2303 11999 9953 3475 6389 10877 9142 7311
[836,] 883 12703 3351 8632 3243 4323 2162 7892 1065 5590 2348
[837,] 12507 13083 10354 13439 7242 8557 13256 9253 9379 1034 7120
[838,] 8311 9327 1429 5857 6103 2034 9049 11359 10662 519 9161
[839,] 12463 9407 11902 2327 12399 8227 1951 10738 3652 2156 645
[840,] 587 4837 1875 7624 7549 1717 1058 1245 7419 661 8719
[841,] 2455 3789 3805 3487 6474 412 2857 10719 1200 6681 1866
[842,] 4045 12802 10921 10817 9005 9427 2511 9119 7963 12168 12301
[843,] 3580 13017 13032 4676 11188 12730 3950 2544 3062 3643 9931
[844,] 6339 9322 5387 13010 7068 7092 12116 4163 12784 12577 8515
[845,] 3755 7107 4281 5977 5510 6708 9026 11436 6001 7786 11541
[846,] 7317 5184 11899 12407 4790 10119 12136 9169 8136 2917 9599
[847,] 6120 8541 10165 4024 3543 13085 1762 1651 6069 6789 12393
[848,] 11455 9573 10387 8818 11397 8862 1070 6079 6990 12235 12886
[849,] 10095 6620 806 765 2367 3176 371 3847 855 4445 7467
[850,] 5810 11911 7443 11818 5009 4474 8847 7248 9146 6896 11454
[851,] 12136 11397 9457 6504 10999 11158 13113 5057 10236 13219 6297
[852,] 10471 2527 13190 10268 7289 9101 2560 10737 2100 1819 11893
[853,] 7206 4081 9016 11326 3864 287 13218 10676 10666 8234 9172
[854,] 1017 5979 12725 4771 3878 8791 2920 1439 3608 2182 5331
[855,] 4264 4454 4180 11120 9490 8574 5764 11014 10428 8702 13594
[856,] 8491 7128 8951 7155 1385 11059 4474 3645 7459 6992 6879
[857,] 4584 4802 8025 8964 2495 5416 6942 7903 4825 13047 11545
[858,] 17 188 10724 9328 5969 1003 2638 6328 5263 8179 84
[859,] 3065 4437 6542 12106 7416 9167 13595 9262 3716 6213 9668
[860,] 12344 10485 9252 9349 10589 13563 9291 4971 13075 5858 4969
[861,] 13177 11173 10239 8256 8965 4886 13064 4043 8163 9822 13292
[862,] 4669 4486 11225 8979 13066 8762 9845 6751 12894 5544 8848
[863,] 10250 10956 5845 8097 2621 5733 12382 2495 10693 8380 1412
[864,] 11331 11258 8174 7233 11841 12176 4314 13591 12075 13080 11205
[865,] 9202 5917 4268 3643 6789 2449 2858 6888 2251 1996 2344
[866,] 10153 11693 12145 3696 1869 833 8961 3463 7175 5649 8898
[867,] 3167 5674 13288 8486 3260 4088 4416 9564 11869 11459 6911
[868,] 6343 9599 12690 5034 12721 8168 4478 12162 10998 10582 12844
[869,] 5462 2318 4379 13241 5943 10854 11639 5335 5898 3862 9538
[870,] 6375 1174 12396 6148 4798 6050 11002 9442 13561 10582 8525
[871,] 11430 3436 5501 12114 8628 7600 2817 11786 8507 6564 10620
[872,] 11369 12937 12498 12124 6359 6230 12563 2156 8688 9312 9014
[873,] 8647 9385 11709 7196 13535 3931 12739 5959 4943 6853 12309
[874,] 977 7060 1890 2261 5138 2395 5804 5661 4367 2770 3231
[875,] 6450 11178 6566 5051 12383 8358 4472 1073 10440 11273 12931
[876,] 6983 3820 560 4450 1744 4331 1526 3537 384 5699 6775
[877,] 9799 2249 6853 6118 3925 6373 4284 1521 3093 3004 545
[878,] 11988 6073 10722 13584 12617 12079 12436 13468 8543 13140 12936
[879,] 7745 10266 5057 5087 11365 2821 9178 10007 6889 10452 10241
[880,] 7533 674 12911 6159 3603 3775 5199 8309 12109 5777 2965
[881,] 12559 11962 6603 10519 10821 8828 8127 12257 8616 6944 8068
[882,] 12938 3482 8530 8880 12198 13287 11831 1422 6259 3457 8861
[883,] 1603 7407 13469 12643 6909 3775 10060 5981 13192 6960 6019
[884,] 10797 3913 5988 13528 9935 12002 3295 4026 1418 12319 3928
[885,] 8645 13028 11759 13333 13225 9952 6222 10813 11572 12871 11101
[886,] 10536 13511 11456 11031 9173 13168 13273 10293 12316 9982 13224
[887,] 10002 10732 6371 12976 12151 13249 9838 6711 9324 6254 7652
[888,] 5174 3208 11737 9361 4876 8278 10128 11716 12612 1680 12428
[889,] 11382 5128 9654 13561 11856 12093 6300 11622 11197 12329 5710
[890,] 3756 11687 1693 1172 7922 1241 9022 13444 2543 1476 2491
[891,] 2248 6768 8894 626 6389 4075 9593 8042 7498 884 928
[892,] 4694 5301 625 11299 4921 1285 9910 9806 2827 7178 5379
[893,] 9223 11869 10396 12517 11383 13433 9893 12172 8097 6785 13470
[894,] 3850 5202 9584 4140 2791 1470 3518 3778 4851 5798 6223
[895,] 4703 7319 1996 9701 12933 12739 9939 8203 11970 12628 6923
[896,] 592 2999 2594 5547 11889 8825 10080 3229 13624 7905 3914
[897,] 13375 13105 5210 13359 12690 12598 11003 4193 3673 9927 7358
[898,] 11698 3766 10875 1912 5273 1084 6823 9866 7428 11682 1089
[899,] 7221 11247 10957 4105 10565 10041 7313 10853 10947 7853 7221
[900,] 1330 9427 13014 13092 4750 12922 7621 12587 13053 12583 10527
[901,] 5743 5877 963 1334 2330 2399 5775 4471 4019 4583 4228
[902,] 6607 1659 7033 5103 1544 5224 8457 12587 9037 8939 3023
[903,] 3839 2940 3197 13181 4629 11983 11488 10864 13235 13110 6048
[904,] 10226 353 12553 1568 634 6633 1084 9852 10672 8129 2506
[905,] 10303 6660 2502 11343 1779 10733 10637 8828 2139 7639 8852
[906,] 5330 4658 12065 12116 6440 7503 985 10190 13403 8607 6911
[907,] 7895 6598 10929 7640 5355 378 5755 9149 5664 12757 12012
[908,] 3487 6760 8840 8168 10239 11026 10480 5209 4360 9334 10224
[909,] 9551 7742 11099 9570 8469 2089 13712 8035 7168 6213 12487
[910,] 5154 10272 10157 3980 7066 927 3484 7099 12081 12164 9555
[911,] 7690 5086 2010 6117 878 6371 4281 7143 1684 6948 480
[912,] 9580 13571 10154 13517 13269 4905 7539 1316 10901 2109 9522
[913,] 2911 9374 13220 12589 11876 13667 13464 12568 13605 12867 5963
[914,] 12462 8306 3411 12836 13139 11498 13262 9248 2799 12274 10484
[915,] 12344 3127 8289 5133 6879 12404 13022 2703 11703 13291 11883
[916,] 11899 12119 3602 7642 6447 7525 12940 2781 6311 7548 1991
[917,] 2831 4728 3695 9093 4429 4686 10734 6680 12432 10874 5887
[918,] 9367 5848 4676 3874 6597 3613 9963 7816 5415 5534 5915
[919,] 11248 13329 6176 8536 3119 9139 10381 2776 11022 10040 12004
[920,] 4824 3719 337 7940 7818 5567 5977 12865 2721 6586 9106
[921,] 5154 8262 7532 13010 5987 9195 12838 10903 13196 13542 8512
[922,] 5300 12357 5373 13447 1508 7448 3343 12589 4612 8098 10303
[923,] 9091 3232 13272 9773 6073 6778 5850 13278 10578 5024 10893
[924,] 6279 13330 7228 881 2295 13341 5657 13014 8239 10035 8576
[925,] 7858 1335 4585 5366 1664 565 13131 9073 2149 1301 4089
[926,] 11960 6375 7032 10946 10811 10853 9523 8341 12461 4707 3061
[927,] 12397 11088 4341 11884 11860 11041 9326 9013 12821 13457 11106
[928,] 10581 10449 7494 13545 11309 9974 10017 10806 13187 10539 11101
[929,] 1506 6288 2033 9042 127 2613 7157 4856 2504 5904 1692
[930,] 10977 3623 12558 12201 4530 1346 8946 7873 5342 5584 12225
[931,] 8474 6084 5988 13203 11389 11632 12081 1369 5660 13479 10388
[932,] 7385 12443 8138 837 8196 10927 3553 6438 5542 4948 6258
[933,] 4912 5385 13478 12681 5019 2947 13095 11217 9271 12969 3068
[934,] 3416 10728 11217 13282 9610 8933 5106 13688 3012 9197 3338
[935,] 1587 1118 1092 5830 1502 3714 4146 5680 1529 6728 2469
[936,] 12682 8891 7094 2950 10412 13260 11865 8831 4568 9496 6550
[937,] 13382 9573 13135 9363 9967 12439 6273 10767 10152 8105 13305
[938,] 7747 4184 3401 12746 12001 6721 7115 12450 4606 7141 10721
[939,] 5439 3951 4977 8766 9031 8719 6853 10603 7994 11177 720
[940,] 4356 13065 7844 10978 5967 4111 3496 6043 9673 12899 3791
[941,] 6913 2612 10440 3601 3360 5687 4963 6190 11014 13394 3257
[942,] 10705 13066 6580 12863 11836 6371 10944 3880 9546 12922 9130
[943,] 6927 10075 3660 7884 12201 13536 7189 13202 13510 7530 2048
[944,] 11632 4700 6010 11802 12234 3338 8926 8912 11537 10306 10082
[945,] 7165 11047 10079 7054 13073 5578 3966 13588 12000 8781 1273
[946,] 12447 12332 2436 11986 3903 1605 9324 8145 1015 62 10384
[947,] 12386 5961 4098 4964 2827 4257 12093 6385 13035 4994 12769
[948,] 9362 6430 3562 10678 2911 2660 9108 13294 7775 8232 2810
[949,] 13539 10093 6891 10606 9743 8939 11942 9781 5312 10149 11066
[950,] 9612 12353 12441 12863 12621 11685 11593 4122 7446 13480 9130
[951,] 2701 267 537 2871 1280 5573 445 1249 2737 2018 1184
[952,] 2803 2067 10118 10755 6759 9734 8070 4480 3504 2033 2685
[953,] 4348 5191 8321 13094 3748 10081 10343 4736 10225 9764 12825
[954,] 12805 12838 5749 10218 2901 13167 13274 12990 10621 5014 1761
[955,] 6775 10897 13457 10571 6597 2681 6065 213 11327 7645 9199
[956,] 12372 3336 11697 6415 3136 9965 4627 13211 8231 10029 7417
[957,] 1668 12859 5785 11596 892 3101 12460 3258 9630 4976 4659
[958,] 11802 5977 5410 7155 6923 9984 12398 5799 13177 5765 8268
[959,] 4567 5382 13038 12050 13458 8274 1401 9611 9445 4263 10551
[960,] 7862 13556 11664 12913 10752 13662 10084 9194 12198 12857 13302
[961,] 11943 11112 3263 3937 13138 10300 8524 1316 3660 8805 11292
[962,] 608 4035 4341 12760 11378 6731 11916 2884 10323 5837 9851
[963,] 3894 6517 8283 6461 9355 4799 3619 7114 3773 8283 12485
[964,] 5446 11860 13358 9702 1479 3453 8847 11065 12512 6886 12369
[965,] 2186 13393 11034 3970 9930 7053 5242 9060 12174 7026 11790
[966,] 6039 2438 13347 7364 13281 8093 5374 9178 10223 8863 13107
[967,] 4581 984 2538 1302 8424 1674 7828 9875 1391 6648 7566
[968,] 8334 7339 6494 4786 1525 3692 12351 8364 3844 5934 12094
[969,] 4197 12377 11168 13200 11493 12166 7598 9439 13462 12601 7360
[970,] 6964 10990 6967 5684 7872 7952 4138 3549 10644 12799 8177
[971,] 7435 5436 9359 12101 11553 6034 13571 558 13639 8510 10691
[972,] 3310 8486 1419 6675 878 11761 2501 671 3183 6945 3789
[973,] 11907 11743 7497 12804 4640 10738 12007 10121 13790 13270 8190
[974,] 13510 2014 4681 1661 9700 759 11875 6715 3372 10968 4600
[975,] 9412 10613 6125 3259 12025 12465 5399 11734 6999 10518 12387
[976,] 6559 2268 5210 13062 2979 10292 12842 4875 8333 10493 11958
[977,] 9945 11961 11452 1756 3763 11009 1975 9374 13295 3980 9186
[978,] 8231 289 1408 3767 7212 6787 5111 8786 10658 1154 940
[979,] 3505 599 7850 11701 8655 4184 1489 2164 5240 2691 3735
[980,] 11290 10804 12826 9619 9390 4031 6699 6243 8556 12367 11617
[981,] 5097 8834 12322 3445 6430 3177 10492 2772 8450 6608 9636
[982,] 11134 2315 7559 9427 7993 12437 10135 3218 5794 2983 12814
[983,] 9094 9598 11186 2031 9118 7829 13618 6163 4656 2913 9801
[984,] 8941 11302 11954 3958 2872 4267 9394 1678 4201 4102 4767
[985,] 2619 8061 7779 2647 4254 9587 2086 4093 12342 11616 7988
[986,] 7848 189 6914 3538 7112 5460 5840 6721 2358 2282 7794
[987,] 12356 8543 12707 7362 10593 13335 12452 9169 10217 12847 12809
[988,] 6614 7377 9585 13091 11920 13177 10914 10036 13054 12532 7120
[989,] 8396 5359 9618 2440 7305 2836 3445 6537 2125 4238 4119
[990,] 3826 5433 9296 573 9330 3771 10381 2720 3055 10159 13182
[991,] 4443 7822 2492 9165 6830 2582 4970 3389 1846 6518 6585
[992,] 3587 11741 4033 1490 7909 2604 2267 294 238 680 2680
[993,] 4007 12896 12272 888 5168 8140 11117 11229 10261 2531 9754
[994,] 8934 2998 2031 637 1392 7808 7095 582 12820 5913 3287
[995,] 10773 8667 9123 9725 4674 4096 7321 8384 12768 2991 10850
[996,] 13198 7207 5381 6106 13541 6990 5272 10921 13536 2965 11102
[997,] 11732 10126 3616 7019 11783 13592 2301 8927 5414 1966 10128
[998,] 4191 9427 11164 5006 8306 4246 10153 4026 13054 4776 4903
[999,] 12735 9311 7493 3075 10779 10303 8527 4626 13187 13541 10481
[1000,] 6513 13321 4429 10423 10265 4250 1464 11227 9290 6530 3153
[1001,] 8638 5104 7211 13508 11313 11955 13625 5043 10036 13625 11131
[1002,] 7323 3997 7006 11415 5728 11933 13553 7166 12025 12802 7063
[1003,] 10406 10483 1914 4118 8016 8082 11430 3918 8104 490 3938
[1004,] 6769 1874 3293 1044 1814 3708 762 12488 2218 2618 9858
[1005,] 6791 4473 12738 11262 13311 3619 7932 13522 8252 4397 1702
[1006,] 6056 4277 11007 4154 7308 8157 12137 8693 11034 3328 6331
[1007,] 12326 3118 1430 12525 9236 2801 3831 7856 13548 9052 12892
[1008,] 13221 8821 8407 12101 10344 13650 12916 8350 6251 13364 5223
[1009,] 2524 5297 7637 9382 7004 6315 11508 1692 7519 10681 9192
[1010,] 12013 8496 6136 10817 8301 13394 10170 12170 12781 12526 9267
[1011,] 3763 4740 4651 2275 9620 3482 12332 6711 4346 4468 6585
[1012,] 11417 5444 7142 8440 8380 11677 11007 11734 10170 12411 8551
[1013,] 5229 8353 8952 10092 9177 6365 7564 2172 9545 3979 1958
[1014,] 11134 10372 7311 11938 11803 12802 13057 4137 5855 8960 6018
[1015,] 10524 3241 7912 5242 10648 11151 5345 1992 8607 7121 4662
[1016,] 4373 3151 12233 3570 11466 9657 6910 3014 8391 3861 1532
[1017,] 2964 13275 1654 334 7078 7147 935 4245 5540 7858 219
[1018,] 13218 10625 12157 6268 11513 9064 4337 4831 6844 12982 12795
[1019,] 3739 8498 7040 5561 8068 8789 4835 1515 4555 9863 10862
[1020,] 7414 5760 12524 3447 4213 11141 391 5392 6319 13034 3574
[1021,] 7863 10722 9462 8606 9515 7123 12625 7411 11736 10954 3186
[1022,] 4790 613 9774 1602 4378 3404 487 421 3330 10279 5520
[1023,] 12020 1379 852 954 1758 4206 1488 5465 977 1941 10987
[1024,] 10611 11376 2424 2542 6497 8309 5600 7079 11105 2414 12455
[1025,] 12935 10932 8854 12978 6714 5680 4088 13514 8699 390 1412
[1026,] 4651 9598 7437 8002 9117 11277 12961 7242 5825 10562 9800
[1027,] 2269 12605 5696 2688 11588 4078 13149 8432 5325 1306 9075
[1028,] 10656 11536 13099 6613 2463 4072 12915 10527 8738 9428 3674
[1029,] 12997 9412 7209 6033 11833 9993 6251 3649 13735 9683 10307
[1030,] 5139 13372 10256 10832 13226 10805 13625 11517 10860 8866 6017
[1031,] 7116 103 1226 1624 9600 4452 8088 6852 2040 2853 2685
[1032,] 7151 7028 10906 2246 2631 6886 8962 6874 5448 431 5559
[1033,] 5849 9574 12374 11286 10737 13434 12658 6241 12868 12335 9835
[1034,] 11357 12881 8241 11632 11618 9163 12180 11136 5911 4130 13568
[1035,] 13139 13343 3751 4416 3268 4229 632 10462 4215 10998 11046
[1036,] 8255 10119 12805 5774 7911 10582 10540 4085 12966 9996 6649
[1037,] 2113 9324 7605 12776 11919 9746 3825 9296 10045 12333 2373
[1038,] 11966 1097 3156 12349 11315 11528 1277 6171 10342 12508 8301
[1039,] 5307 12727 10966 10819 5839 11071 8424 8278 4683 9691 4856
[1040,] 10229 2392 6379 10688 8290 1286 2359 6677 6123 4982 7688
[1041,] 1380 5433 5309 8940 13194 10653 4099 8809 6253 7541 6564
[1042,] 1044 6709 8499 12228 13397 8766 12975 8351 8470 1260 12925
[1043,] 13338 7187 11275 3948 13573 1431 6274 3648 8051 10563 7141
[1044,] 9898 4155 9738 8844 12682 6747 13182 10660 7691 11395 6677
[1045,] 9330 10987 12144 3730 4559 853 7000 5756 7808 2089 2586
[1046,] 2257 4293 4042 10299 2269 9265 5459 12639 13492 7443 3142
[1047,] 1620 7915 12455 5263 3049 1540 3521 8736 10625 9989 6653
[1048,] 11404 9338 3222 10089 1483 13371 10141 10812 13536 6875 13059
[1049,] 12182 5383 960 1650 8480 1523 11108 4777 7848 5338 230
[1050,] 2751 4784 1165 1613 5544 9733 4011 2528 595 2738 7755
[1051,] 566 2095 2340 2593 1714 1709 237 4526 2003 2749 5252
[1052,] 12759 5487 7569 2454 2265 5004 12162 10513 12257 11531 2330
[1053,] 3262 935 7707 4427 10297 10411 8770 7602 13118 3473 559
[1054,] 5292 4419 960 1158 6528 11081 10380 7274 4356 932 668
[1055,] 7426 10675 1381 1877 6327 2207 2758 3681 6211 2435 12848
[1056,] 10616 13054 9183 12654 8027 6944 4264 8168 13367 12645 7203
[1057,] 7233 12318 10177 7161 9039 3730 13022 13367 12605 12515 9330
[1058,] 13380 5013 3519 12967 12308 1866 7086 9286 8617 12285 1381
[1059,] 6568 12975 8822 11143 11025 12266 2752 12740 11893 1966 8058
[1060,] 9586 12875 10295 13253 3034 9135 6484 4015 2125 4251 5177
[1061,] 1154 2938 13155 10125 7959 8011 5221 1534 12094 13632 7153
[1062,] 9972 10510 3032 8804 12336 13413 7879 3996 6736 11259 5007
[1063,] 6254 10269 11649 6088 1943 2821 12431 10010 9073 9691 8190
[1064,] 8315 5056 13497 11820 5968 13060 4046 3145 10660 12334 6962
[1065,] 4014 7218 13101 13053 236 6412 10943 1981 5115 473 11002
[1066,] 12704 3682 7836 13156 13478 13631 7038 13658 5486 8637 12237
[1067,] 1506 732 2034 4807 986 1878 1191 970 1809 4920 6529
[1068,] 5124 7878 7828 9674 10253 5121 11738 6595 7658 1872 5796
[1069,] 8812 7698 11167 6254 10886 7457 13637 1454 1638 4434 10559
[1070,] 12344 5210 13220 8370 9823 13478 3302 8264 11100 9810 13443
[1071,] 7215 8487 9183 13162 6869 4756 11415 10019 10827 12809 7063
[1072,] 7588 8352 13138 13431 10622 12419 12405 7105 13192 10602 10324
[1073,] 6757 4297 5278 8847 10366 3619 9903 3941 3628 10171 10728
[1074,] 4780 4821 751 4894 3535 2525 2311 840 1814 6745 2707
[1075,] 12687 6520 12730 8078 4435 13417 12674 8101 3781 10057 10773
[1076,] 9664 2240 13337 1731 12639 11428 4238 6171 8379 6914 11100
[1077,] 3582 7119 1644 1041 3453 5571 2163 1212 1426 7755 3215
[1078,] 1721 3996 1892 9234 2657 10815 7255 1461 4678 2235 8230
[1079,] 12461 4884 5394 1696 4843 7166 2673 10268 12562 5004 9547
[1080,] 8240 4695 3891 2205 6637 13259 4977 7363 8983 9263 8017
[1081,] 5157 6231 8250 11910 4877 6091 11992 5257 3827 4989 9338
[1082,] 9750 5613 4996 11673 12469 7307 6630 11754 1944 6289 12975
[1083,] 12177 9995 6627 6383 2238 6019 5571 6001 13488 9271 11381
[1084,] 5763 4778 6989 873 5272 4276 5801 3431 4266 2785 5924
[1085,] 10574 8488 9184 12604 11275 11937 11443 12907 12070 12167 13584
[1086,] 6774 11594 5603 6884 8896 13022 11854 4439 2282 12753 8864
[1087,] 10167 5916 12571 4672 13197 5446 12291 13329 2446 6660 4536
[1088,] 5786 11727 2191 5482 8614 5388 4792 9919 7747 2078 516
[1089,] 7299 8527 5407 9203 5875 13098 12398 4665 10313 12863 7236
[1090,] 3624 5589 7055 9965 8795 7762 4986 1052 8009 5560 7697
[1091,] 1433 4789 4824 2122 1879 1973 10009 1893 11960 10421 353
[1092,] 10173 429 12149 5799 1875 4390 5964 3549 5384 680 6776
[1093,] 11115 13023 12898 3094 4616 7002 12759 6913 13536 12515 7072
[1094,] 11719 4134 13384 5582 10770 8876 13456 9760 2493 8171 4718
[1095,] 13520 5272 7222 1736 4629 7037 5284 7493 13372 5863 6079
[1096,] 13370 11187 12184 8244 10616 12176 11581 12673 13539 8796 11782
[1097,] 9490 1855 12157 4255 6278 3948 6683 4813 8978 4130 12848
[1098,] 12824 10509 3882 8803 12336 13003 2457 6079 10763 12539 8373
[1099,] 5139 8357 10954 10101 12608 11968 11971 13349 13420 12531 13071
[1100,] 5671 3608 11432 2078 9616 8935 2347 2461 6240 9325 5418
[1101,] 8562 5979 12623 12563 11415 4900 10995 10011 13217 11142 5029
[1102,] 6236 12940 7761 11088 12472 6110 6624 12264 8476 9299 13569
[1103,] 13317 8732 13239 11838 9643 11292 9822 10228 7399 12690 11514
[1104,] 7368 4217 819 1186 1342 13160 4213 3648 12438 8054 12591
[1105,] 13550 12232 12151 10024 8907 11399 8066 9922 11999 11122 9108
[1106,] 9091 10527 13181 4537 4716 10934 9301 5896 3889 11923 6102
[1107,] 1076 6975 6780 5957 2617 13270 3072 3874 11437 11511 8020
[1108,] 2621 5543 13422 7638 12465 7543 5667 11772 12060 917 9722
[1109,] 7412 1915 12830 8686 1131 10989 3706 8014 10488 5235 7885
[1110,] 11258 11803 13420 12378 13251 10799 11529 9406 12235 6918 11818
[1111,] 1550 7817 11233 6770 10430 4495 4965 4087 8481 13211 12913
[1112,] 8039 9095 6737 5782 5664 12693 13580 8758 6387 2565 10091
[1113,] 1378 1979 10033 2150 7750 5820 5142 8874 8773 9490 2107
[1114,] 1132 7636 8402 12052 3026 3011 9436 11145 6159 5172 4076
[1115,] 10875 10116 3677 7872 11733 7765 751 8120 9705 8629 7988
[1116,] 9638 8799 5494 3417 453 7493 9672 441 4763 2645 8575
[1117,] 11319 12954 10717 7730 2338 3060 10431 5853 8691 6433 4699
[1118,] 12305 11025 4285 5686 12213 5518 8003 10694 7423 9596 10815
[1119,] 6165 10530 3857 7139 13231 3993 3305 3637 4397 10589 9459
[1120,] 10863 2706 2882 5807 9753 1375 1709 3390 2397 7583 2826
[1121,] 6260 12041 6535 3417 1637 7507 7650 10138 688 10289 5127
[1122,] 8686 13438 12674 9561 9340 9306 12208 12772 11777 11518 8703
[1123,] 12201 8731 6040 5703 9645 12298 13190 8810 9988 11437 1151
[1124,] 1955 11733 4034 2698 8588 2436 2149 13446 3557 11099 2640
[1125,] 11005 5041 6482 6638 9082 9802 11912 10892 9416 9775 7663
[1126,] 945 6883 7815 8894 8637 3181 12633 6022 11939 7647 13540
[1127,] 9670 13068 5363 13569 13418 8050 12772 11584 13195 13450 10284
[1128,] 282 113 10033 1034 672 4475 9720 1176 5422 323 8921
[1129,] 12412 7221 7499 9216 11285 3746 12441 4651 10977 11847 4919
[1130,] 1265 4766 10858 3484 11595 2376 9712 7885 8811 6655 11639
[1131,] 5885 1202 4508 3807 2112 2664 8182 4463 1248 2376 935
[1132,] 10526 13247 13363 11469 9080 4078 13480 8174 8656 11276 6608
[1133,] 4677 6319 9112 7990 10681 5464 3812 7723 6743 5951 2503
[1134,] 7199 6287 1366 8025 8328 3691 9050 12016 3699 1711 10771
[1135,] 12800 11401 4054 1877 7571 3749 8641 2222 8457 10028 13355
[1136,] 7365 7505 10109 12688 5894 3204 5342 2043 11515 7087 622
[1137,] 2286 3582 12088 11600 7360 1552 9504 11211 12387 9289 4693
[1138,] 1282 3785 6382 363 2326 7609 8809 4525 6001 953 3225
[1139,] 5914 5874 3133 7080 1263 4446 2311 1895 1388 6654 860
[1140,] 13008 10563 9262 6354 8237 11165 9489 3233 10186 9145 13134
[1141,] 13410 9095 3132 9827 11753 5449 10609 6689 4436 4222 13486
[1142,] 4259 12421 5443 13067 4668 13391 9365 9485 12815 3803 7207
[1143,] 1380 2683 11605 10576 11701 6552 1614 12954 8999 3314 13579
[1144,] 3127 11078 3181 3980 1943 5877 11971 3800 12479 2241 11112
[1145,] 1345 8522 6486 6665 4856 6782 11896 12458 11702 6071 12544
[1146,] 5699 8873 5994 5777 6807 10527 9841 9271 6760 4272 9826
[1147,] 8362 4018 6051 6126 11802 12781 8287 3206 11450 10527 9368
[1148,] 8844 12642 13112 11038 10916 10396 8493 13570 9638 2636 1996
[1149,] 11777 5549 3315 6987 1901 528 1663 7272 2860 1895 10796
[1150,] 12396 2164 3385 3954 10827 3913 4449 1339 2209 2162 5037
[1151,] 3835 4329 11022 3369 6525 5887 7705 10176 2157 3249 10605
[1152,] 8041 9117 7969 12512 4451 5728 2405 6716 12391 7538 11743
[1153,] 8218 1106 2891 8036 7214 1907 11798 8926 12397 2315 2511
[1154,] 9203 5907 8539 12171 12849 11267 4927 10694 8301 5683 12574
[1155,] 13079 11217 11387 11187 10817 11803 8869 8083 991 4867 12956
[1156,] 5560 6491 10392 7905 5495 3619 2972 8771 5821 8257 11455
[1157,] 9880 9516 3309 12144 13556 10625 10661 11584 13354 11328 13375
[1158,] 10659 11152 11887 3996 10870 1603 13083 5988 11638 10492 8506
[1159,] 5214 12111 9793 9535 6351 5094 5589 9328 4989 9299 9625
[1160,] 13317 6975 9977 8172 9638 9871 2297 3747 2523 5508 5687
[1161,] 5950 1393 10845 7019 11778 3404 772 8871 6696 544 11673
[1162,] 5718 374 2665 267 10476 2812 6065 6192 4806 9577 1708
[1163,] 11880 9430 13189 9179 10739 9998 12013 10745 13239 11881 10387
[1164,] 8877 9325 12403 5534 10865 3681 8433 3038 9087 8979 4901
[1165,] 11861 13043 7382 8209 4940 6411 9325 1976 10067 11792 9268
[1166,] 12138 12567 2665 7508 5428 11510 8712 8705 11162 10170 7511
[1167,] 4696 3232 9741 9902 1471 6782 10674 5615 11402 1688 13407
[1168,] 7085 8598 5515 10679 12403 6607 8885 4383 10668 10708 6635
[1169,] 5465 8296 5057 3937 13265 11487 8522 9061 10754 12807 12429
[1170,] 6485 10391 7372 9225 2926 6483 9309 8505 12528 5958 10296
[1171,] 12748 6130 9692 6086 3724 4067 5495 7481 11196 4912 894
[1172,] 12039 8635 4230 8816 10760 5631 3133 12434 7195 8889 4297
[1173,] 639 12239 10875 6472 6405 10499 6823 6820 11065 13505 1095
[1174,] 588 1018 468 1997 3241 2438 4793 1212 9803 2094 4580
[1175,] 1301 2118 2962 7712 3251 697 1527 9008 6615 2844 1825
[1176,] 1668 136 5536 10916 10849 3102 4470 4255 4874 2370 4034
[1177,] 6161 7453 7011 5142 9823 6095 3301 6101 4397 6912 12815
[1178,] 4826 8576 5551 9757 8352 5795 11331 4855 10171 10707 9807
[1179,] 127 2870 527 2256 5394 3320 2900 3505 1294 3693 1627
[1180,] 7064 4257 1405 9904 2913 814 8130 13281 2460 768 940
[1181,] 11923 7152 3383 8338 2138 7493 4508 4644 5768 12254 12836
[1182,] 8522 7498 10583 12060 8192 9327 12154 11471 6314 11398 2530
[1183,] 11243 6562 12951 10989 5019 2947 12149 11217 8189 7397 11320
[1184,] 10394 11167 11634 12303 6916 13562 10875 13206 4683 12927 12349
[1185,] 2528 7221 2685 4965 7066 6365 603 3691 4144 5914 3707
[1186,] 11115 13555 12980 8431 5752 4885 10131 3845 8215 11748 13326
[1187,] 10320 13024 6113 10861 8077 10043 7293 8132 10827 10484 1469
[1188,] 12179 9710 6502 5330 5191 2947 13656 12551 8445 8524 5249
[1189,] 13033 4164 12627 10257 11319 11994 4268 6397 10949 13429 11212
[1190,] 3892 9712 9361 2453 3316 10113 12537 7683 12627 12395 7499
[1191,] 7457 12328 13157 13199 11274 5868 12764 11021 13057 12584 2160
[1192,] 4695 3262 6904 6922 4862 4589 5145 12008 11980 9171 13405
[1193,] 12839 8417 10210 10510 13552 13432 13177 13540 13540 10559 12507
[1194,] 12628 5794 10830 7849 4382 8919 13017 10251 9678 3304 13036
[1195,] 1947 11616 6070 7971 12232 7763 8018 9828 2025 7692 7991
[1196,] 13048 10558 10608 11046 6068 10976 8380 12682 7258 9151 9503
[1197,] 13176 7194 13223 13400 5794 13574 13381 9183 10064 8862 11822
[1198,] 8595 11511 7813 11133 7444 5093 11744 2006 5145 10842 5566
[1199,] 8749 11537 9820 4918 4254 10956 13780 6587 1839 7378 1353
[1200,] 8360 5172 10965 7347 12597 5834 13026 8227 10989 11191 12787
[1201,] 10828 8712 3883 9421 5039 5033 1368 10874 3487 3250 12875
[1202,] 6983 2814 12581 9665 5375 5380 2892 8993 6584 10428 7934
[1203,] 2894 7572 12553 10548 2750 1891 3200 11672 5475 3969 12266
[1204,] 10788 8685 10032 6650 3004 4714 9763 10618 9672 1732 11586
[1205,] 680 7537 9474 3747 11477 4408 11803 12452 7018 4051 6480
[1206,] 5576 4465 7443 6897 7743 5813 4976 11385 8189 11570 9864
[1207,] 10837 8041 6735 13278 3433 2777 1222 11210 9707 6610 3732
[1208,] 1273 4761 13123 2663 11597 9626 5806 2638 9797 13507 12215
[1209,] 2581 3268 6870 2133 3945 9920 1565 6295 5319 9087 8989
[1210,] 10773 11932 9249 10974 9201 8102 12032 10342 8046 1681 7220
[1211,] 1483 5894 767 2231 8852 9735 9017 2558 5638 255 9919
[1212,] 13116 10901 11528 6760 12524 11374 11402 9738 5214 8485 9217
[1213,] 4567 4492 12741 2275 1273 4455 10606 4108 523 10916 4365
[1214,] 3624 1311 10446 8078 5472 3602 8978 213 8467 7407 12110
[1215,] 1699 12542 7405 13538 2372 4268 2818 2426 13496 943 13171
[1216,] 4753 9212 2306 10775 6663 3423 8061 6879 941 12505 1296
[1217,] 6264 4166 11730 9404 11850 9113 7473 2360 7081 12565 6109
[1218,] 11630 9814 9145 1924 10203 6390 12938 7027 3544 11009 11385
[1219,] 13376 12962 9796 1375 7656 12224 12943 12407 11841 3557 6790
[1220,] 9554 6613 12272 10379 9347 5886 13117 7585 3747 5154 13359
[1221,] 5541 2709 4556 2596 5332 8620 8782 10533 7152 7650 8709
[1222,] 10990 5932 5327 2772 4458 7675 5917 8960 7181 24 7742
[1223,] 4569 12198 3587 10653 7901 11250 11855 6729 7533 8380 2575
[1224,] 8535 12540 7157 4357 6261 3178 5599 3673 9288 5473 8611
[1225,] 11557 9008 1588 7685 4135 11007 13515 9995 6813 8358 7851
[1226,] 12100 13101 11824 4518 9118 6755 4820 7257 10950 7849 9782
[1227,] 4795 2818 472 11372 3535 514 4135 531 4294 172 3808
[1228,] 9254 12436 11986 12747 13446 11326 12276 6319 11400 11828 7798
[1229,] 2440 9144 12499 7696 11628 11182 4735 2300 6502 12107 919
[1230,] 4975 10616 9295 8558 5129 11515 11133 12405 3737 10217 6357
[1231,] 5699 2595 8116 3607 6711 12278 10577 3850 9981 7523 12912
[1232,] 5118 10940 12539 7667 6470 8582 8796 6509 11244 6584 6912
[1233,] 13098 13428 1243 10631 9290 10487 9437 7651 4994 11580 6321
[1234,] 13269 7899 5684 9654 4290 10272 4696 12761 5245 12378 7909
[1235,] 5722 5581 3091 2140 7803 11858 1652 11385 5702 390 12100
[1236,] 10522 9463 13248 11404 13418 13192 12492 2303 12807 12279 9318
[1237,] 8820 9527 10571 9356 3926 4250 4306 3081 4189 10674 5718
[1238,] 9182 3774 6954 4920 4176 5376 407 4514 4378 2784 6799
[1239,] 5394 10168 10875 5479 5375 5352 9711 12520 5384 6666 12210
[1240,] 5297 1571 12718 4005 9234 10285 8427 2909 5758 6922 7125
[1241,] 5928 10140 9996 3853 4374 6874 8051 13514 11416 8462 11604
[1242,] 7461 12523 9624 11008 6187 7138 13677 6537 5908 7395 8663
[1243,] 2681 9213 12141 875 1620 4273 2872 6861 5389 8767 804
[1244,] 9341 13282 13384 5604 5014 4602 11386 10630 7270 4103 12546
[1245,] 10942 12930 9537 2078 11078 9819 6958 8846 3929 10807 6555
[1246,] 8714 11206 11311 13080 10090 10210 12434 10282 8545 4046 3630
[1247,] 13395 11834 11058 9375 12967 10862 4461 9246 9089 9676 10527
[1248,] 1269 628 4955 873 8424 1673 5780 4476 1390 1441 2368
[1249,] 169 8470 7442 12780 1006 2801 11898 9830 13341 793 12520
[1250,] 3732 1402 439 3862 9591 4674 9082 2473 7791 3391 9210
[1251,] 8391 1165 7005 8405 12598 10907 10225 6096 12463 8844 13325
[1252,] 9469 2445 6055 9417 12033 5995 10968 9595 1353 7404 4847
[1253,] 6268 11389 8441 6299 3027 4268 598 6489 3010 938 13567
[1254,] 2474 227 1061 429 680 7450 9397 7150 6500 10695 12254
[1255,] 6097 7905 6636 12053 3067 5112 6412 13673 7465 8371 561
[1256,] 12288 12655 7100 12229 12824 13271 9808 13308 9063 13202 9006
[1257,] 12073 10554 2509 9733 12915 13246 11793 10657 7234 12944 11485
[1258,] 7584 4946 8389 9236 1918 12003 8258 4044 10066 3888 6060
[1259,] 10822 9820 7392 8663 8540 12651 12252 11227 3056 8665 7514
[1260,] 719 806 5320 1132 1471 494 1085 4452 834 2374 1700
[1261,] 13580 11614 8861 11802 9753 8925 3045 7867 11295 11632 8003
[1262,] 10467 2527 8422 12688 7355 12617 3385 5448 3035 12984 8439
[1263,] 10552 10940 687 5235 12769 11064 13570 2762 9609 12426 4690
[1264,] 1638 8743 2652 7506 5165 10100 8718 9953 2128 1267 8696
[1265,] 1042 4502 12738 8077 13533 13288 8982 3006 11021 9370 7643
[1266,] 7190 7595 10618 9944 7288 6916 5113 11411 7772 794 2071
[1267,] 6363 12812 12616 8307 9894 5949 12031 12573 11675 13289 13298
[1268,] 10517 3393 10305 3231 8368 6969 2576 7577 9291 10031 9611
[1269,] 13392 4039 10842 6675 12325 5608 8211 11698 11876 6960 5801
[1270,] 12103 2174 7363 11542 2949 10438 11583 6168 12569 4712 7196
[1271,] 6133 8463 12928 9236 1311 13468 4168 8224 11646 12205 11828
[1272,] 4030 11808 5533 13056 8092 13520 11593 11036 12326 11834 1337
[1273,] 11374 12073 5503 8569 10293 8182 5679 4889 8488 7264 6261
[1274,] 3184 8406 12391 10926 2960 6486 10192 5044 13441 10676 7128
[1275,] 2206 1120 9590 2414 8166 9187 6533 9110 1489 4693 5093
[1276,] 2176 4177 8307 10909 8243 9230 8551 7493 13560 8197 8516
[1277,] 9092 11246 3859 6681 9123 12274 7879 4753 8959 12195 7653
[1278,] 12092 11212 9126 9730 11451 9657 7885 645 4388 2891 721
[1279,] 4823 8134 2362 3845 13203 5550 2304 5610 394 938 880
[1280,] 9327 11028 10905 9889 7922 6653 8003 7965 11999 12158 9050
[1281,] 266 69 9099 707 128 6645 1098 1826 2470 5648 491
[1282,] 6873 6860 7966 9836 5541 9843 8220 8804 6533 6288 13029
[1283,] 10545 10308 13160 10857 13579 12031 7539 5777 13359 11226 9548
[1284,] 2356 8507 1915 12598 12359 10854 12113 7320 10194 9003 11311
[1285,] 8179 3351 12347 2952 11111 9719 4978 3325 588 4177 7699
[1286,] 12908 10920 3586 8940 3367 10669 9075 13266 12224 6426 1082
[1287,] 12253 12916 12674 12107 10201 13235 13523 12362 6207 12752 8704
[1288,] 13575 3417 6533 11747 6188 9301 13110 11142 6172 4186 5156
[1289,] 128 2113 3080 1402 1150 1129 1061 1871 1426 5640 2669
[1290,] 8480 12517 7081 8530 10928 2881 7741 9597 4426 5296 2258
[1291,] 10588 4906 3354 8260 7142 8045 3214 9430 13712 4021 10271
[1292,] 10606 7682 13227 5200 13452 10827 7464 7224 2271 8238 6124
[1293,] 9839 7887 7707 3013 4015 11151 3523 1603 1839 4416 13594
[1294,] 9079 4389 10349 7515 11024 10170 5646 8426 7355 8297 11389
[1295,] 4438 11649 6773 11774 12831 11299 3053 13584 11272 13022 7986
[1296,] 8047 9043 10843 7969 3502 3378 6976 6262 12346 5221 10039
[1297,] 9803 10634 10184 12911 13606 12175 5398 10925 9216 3462 13512
[1298,] 920 5023 9479 6645 3793 3559 4057 2447 13654 2297 10706
[1299,] 3282 13361 13300 2667 7552 1718 2902 13154 8826 10401 2005
[1300,] 3285 2938 13509 7313 12304 11444 10778 2984 12521 13276 11141
[1301,] 10282 4722 10836 10742 13531 9893 10750 7766 4344 3458 13054
[1302,] 4096 13326 8362 3324 6287 3959 378 2077 1672 3230 5137
[1303,] 11836 1641 3257 3215 7121 3911 13488 3634 7286 114 10559
[1304,] 7074 9691 13293 9735 9174 13280 13218 5143 7776 12659 3710
[1305,] 2173 1639 1776 9392 10824 11500 6582 4632 10156 3849 6253
[1306,] 4965 13045 8285 3099 8963 11977 13039 8547 8180 4750 3860
[1307,] 4446 4505 4243 10656 4518 9686 12695 7845 11054 5183 8845
[1308,] 9784 2988 11304 3124 2973 5327 10168 8558 11198 323 10838
[1309,] 2262 5373 1598 9529 7421 2163 1445 9033 4444 11539 7523
[1310,] 6821 11961 11456 7472 3783 7377 7606 4241 11952 10010 6678
[1311,] 3698 8110 2125 2216 9638 10706 13458 4785 9868 10860 12719
[1312,] 9890 11883 5101 5088 4827 10033 11451 7557 13008 2315 9347
[1313,] 12359 9719 11697 12104 8477 2167 8676 13001 13112 4161 10603
[1314,] 4845 3717 1471 4852 4369 873 9067 3134 2074 8572 9837
[1315,] 4814 10982 11532 5961 7883 10598 8042 4395 10724 1937 10993
[1316,] 6607 11745 5091 2403 2946 11619 10890 3786 12143 13627 8209
[1317,] 1109 9643 4496 9951 2204 6686 7920 6649 9385 323 6528
[1318,] 12377 13085 5393 13238 10056 11499 3546 8537 10936 5879 7372
[1319,] 6911 7810 11212 6836 13196 11299 7008 11385 10399 12480 12101
[1320,] 10149 11675 1882 9819 12849 9694 3788 6826 4824 7705 2358
[1321,] 7387 5218 12187 3051 12604 9932 1773 12055 8927 6788 10305
[1322,] 10990 8213 969 3692 5643 10727 5176 5766 3087 13253 1736
[1323,] 12663 11698 3841 4442 4168 5380 6828 6775 6615 11684 5926
[1324,] 1825 7445 10637 7785 8103 8856 10703 9307 6482 1575 4769
[1325,] 6480 7391 1234 10139 4645 12575 13384 13538 9071 10450 8189
[1326,] 12010 9130 3597 8465 3067 12263 9406 8623 6141 5569 7280
[1327,] 13586 12652 9835 4416 6553 12665 8791 13056 7667 12778 4572
[1328,] 964 10031 13491 10652 3051 11761 1325 13050 12326 11919 12628
[1329,] 6386 10612 7589 7416 6196 7086 6487 3963 13100 9387 3205
[1330,] 9592 9819 6299 10422 6409 10361 7788 12176 5917 3528 2242
[1331,] 9658 8477 10968 8256 12291 11938 12780 13543 11077 13582 13063
[1332,] 13259 8610 12304 5591 9995 13245 8385 12185 3917 9967 4988
[1333,] 12672 7460 8732 9009 8230 8882 5850 8089 12740 4926 7835
[1334,] 12151 6706 12355 7866 11167 12694 12693 11970 5979 6479 9882
[1335,] 7061 5020 6601 11173 12312 11314 11331 2159 11246 10644 5845
[1336,] 12206 9719 1378 3605 7790 5686 7109 5907 7114 6174 12059
[1337,] 9074 10762 1512 6366 4035 6322 2711 11187 7534 4209 3474
[1338,] 653 4807 65 787 310 1199 1625 1833 2547 2763 1173
[1339,] 483 3360 7251 12729 10955 11539 6723 12728 13112 6220 13366
[1340,] 8539 9884 12819 11041 6347 10230 5441 2005 11923 8358 6703
[1341,] 9568 7948 5782 8720 6359 11001 6761 2772 5186 11477 5789
[1342,] 13333 6112 8291 10940 10592 13564 10123 11569 7241 9679 13551
[1343,] 10889 6544 8301 11648 8487 3873 6718 5903 8463 7507 8707
[1344,] 12128 4369 12724 3707 3955 8659 7497 11113 11708 4406 7278
[1345,] 5880 4253 10002 12224 2036 3546 5188 5568 3303 3987 12266
[1346,] 11738 3499 6369 3594 2550 11380 10566 9090 1557 9467 6458
[1347,] 12722 3151 12938 7413 1981 1495 12534 3217 4976 1051 6166
[1348,] 10205 832 4738 10682 7213 5647 13215 12195 1789 1632 4729
[1349,] 1783 5855 521 2660 11600 3291 6812 2553 7959 8716 10941
[1350,] 6365 8293 2615 12810 11969 10083 9462 8237 10030 11166 6185
[1351,] 7665 6339 10493 9289 6942 10369 2521 5043 6953 2878 2163
[1352,] 5028 6373 8329 7417 10748 11547 9266 8076 7256 5851 10469
[1353,] 13146 1968 7784 1545 11139 5813 3195 12656 7652 6576 7041
[1354,] 3195 9542 8663 3128 2156 8539 9384 4221 7457 8092 7778
[1355,] 5214 4946 5114 13431 12875 13092 11974 13349 10847 6958 10277
[1356,] 12767 10372 10502 4039 4683 8120 9219 3649 10078 11287 10333
[1357,] 10065 13284 12466 10547 10806 10648 11365 6291 6465 9126 13249
[1358,] 9061 7950 1457 1136 5068 12115 7633 11249 2513 7440 4464
[1359,] 3319 12403 2882 257 4972 11298 4831 4918 1456 2226 152
[1360,] 8451 11133 13566 11524 5731 13089 10103 10867 11474 13086 12752
[1361,] 4401 7651 7410 4910 6585 198 10432 7673 5495 5338 9738
[1362,] 9590 11813 3375 5073 9866 8043 2466 5775 10936 1517 8312
[1363,] 11851 3836 8084 12251 8016 9315 3224 1953 10010 2241 11551
[1364,] 8887 10430 10637 7785 11390 9789 6112 7010 13144 9911 11016
[1365,] 11287 12111 8793 8673 7446 4035 5617 7373 6311 10098 6907
[1366,] 10545 7176 3405 7159 12705 4905 6494 5803 12153 13125 4000
[1367,] 12578 4266 9614 6312 6181 6131 4489 4278 5045 9206 8536
[1368,] 6611 10347 5510 7770 12929 13233 10894 8363 4143 5931 4396
[1369,] 4942 8660 9875 4986 4794 8414 6582 10270 9578 8118 8042
[1370,] 8234 1193 10888 2897 622 10649 10013 13332 10676 3631 2087
[1371,] 2623 6723 1056 4434 10227 6348 6668 13054 638 10148 13543
[1372,] 945 2679 4756 6796 12574 10688 7203 2177 2403 2697 9200
[1373,] 8218 10536 3565 9056 8154 13026 7920 10176 9370 11407 6542
[1374,] 6711 6499 5248 1325 2298 8203 2061 6561 5937 4250 5188
[1375,] 8070 10040 4558 7977 6809 6815 1693 12471 2401 8587 8145
[1376,] 8196 7343 625 11299 7211 1288 8127 6621 10144 7130 6534
[1377,] 8727 9946 9946 11676 9390 6227 5700 7632 11236 11970 11010
[1378,] 9948 13581 10129 2539 6261 553 11671 10396 7979 7252 12023
[1379,] 7532 3054 12913 11406 5813 3774 11430 6125 13199 6865 12305
[1380,] 11804 12315 5399 13019 8959 11444 12768 10869 4915 11746 12767
[1381,] 11801 11892 3366 7235 4591 4816 9292 4812 13752 6818 4969
[1382,] 11683 8725 9424 8977 6804 2743 6065 4995 11020 3345 1708
[1383,] 11786 6318 4873 10163 5728 4790 13675 5137 8939 7996 3897
[1384,] 6900 7942 2064 11617 1605 11778 1328 5455 4225 11596 3450
[1385,] 2952 4226 10729 4195 1334 9342 7322 10350 9629 1624 12619
[1386,] 10324 11743 9185 13159 3594 4756 3253 10010 8925 11727 13583
[1387,] 7283 1133 4322 6277 7956 6096 864 4628 8385 6919 8393
[1388,] 4465 4637 1069 1474 12575 7681 9835 5552 8629 6464 9064
[1389,] 12472 7350 12598 12371 12291 9929 6297 9194 9169 6807 13500
[1390,] 11313 13443 7405 13481 9439 11084 7686 12404 6184 12482 6361
[1391,] 7001 12703 4936 5412 6478 1701 2163 787 2700 2737 3217
[1392,] 12270 2126 9093 660 1286 1308 1723 4520 4266 1500 11749
[1393,] 2649 9742 8162 11568 10140 8303 5411 11111 5656 1972 6103
[1394,] 12928 11536 13392 4428 12505 12268 12954 11200 12353 12060 7986
[1395,] 5625 1911 8838 7718 7654 11028 11131 11907 3167 10932 6788
[1396,] 10264 13218 10067 7078 6775 5522 3093 9893 2734 1442 12133
[1397,] 2511 13109 1431 7825 10009 13246 11210 8782 10956 7063 9809
[1398,] 3763 2031 2841 8973 12241 9751 9858 8897 11997 12445 5648
[1399,] 3885 4112 10593 7430 8191 5108 9521 12994 4048 10746 1971
[1400,] 6319 10009 4637 6577 10239 4035 13593 3682 2393 11477 9151
[1401,] 9709 13148 11739 3231 8368 10854 10313 3045 9273 5103 12471
[1402,] 12217 11459 12727 5727 9643 4491 3019 7803 9288 7588 7699
[1403,] 11506 11207 12248 12485 13132 3328 8853 8067 11614 4741 13191
[1404,] 6134 13277 13434 10217 2068 11460 4268 7535 2972 8203 12414
[1405,] 12330 10476 13553 9195 3562 11415 13042 2708 9245 5742 12787
[1406,] 4572 12833 7869 9481 6024 10257 8384 7573 2354 2370 10176
[1407,] 12817 5671 4616 11131 4244 9615 6766 7629 11203 10309 11008
[1408,] 4426 1762 4413 748 1786 3622 2402 749 170 1250 1665
[1409,] 1139 6499 11697 6421 8461 2167 13119 6474 5014 4161 11972
[1410,] 7204 11339 12810 6929 2996 5806 7148 4933 11406 8063 6975
[1411,] 11175 10308 2615 12842 13139 6049 13392 10294 13624 11778 11294
[1412,] 10269 4805 9555 3604 6762 5519 9809 4513 2176 660 9930
[1413,] 11510 11948 8688 11736 4817 10467 12860 12256 5899 13488 3066
[1414,] 2805 12213 1069 2962 8700 7701 4904 2147 8866 3479 5558
[1415,] 2185 13554 13489 4118 6931 7059 6282 9127 8114 11748 8393
[1416,] 2439 11609 694 1158 163 1638 5761 4158 1845 12775 1426
[1417,] 6365 5364 11917 6286 5041 7070 4414 11789 8240 1741 10568
[1418,] 4519 8985 10931 7672 8605 7480 5636 10954 6865 4514 4554
[1419,] 10818 3324 7582 1796 5044 2941 2706 9544 12624 4184 9718
[1420,] 6254 6087 12606 13437 13136 13138 8531 2681 13426 10473 12837
[1421,] 8025 3592 2048 5728 4390 8728 2972 9728 5024 10910 21
[1422,] 6136 12405 13428 13553 8959 13552 13464 8223 10858 10529 8202
[1423,] 11342 12560 3497 7572 7428 10148 9578 7113 11161 2589 6340
[1424,] 6569 10168 8000 6472 11039 9625 9711 1247 4019 4647 5277
[1425,] 10508 13547 7397 13331 7243 11040 10152 1974 8332 10649 3880
[1426,] 3457 2666 2990 416 6811 8707 12961 10177 5536 11926 4422
[1427,] 2800 92 12574 2770 807 4448 5906 12879 8879 13397 5582
[1428,] 12704 10121 452 4843 9623 11383 9131 13525 1242 10147 5873
[1429,] 10026 6857 5801 11761 5470 4611 8895 13048 4213 11963 6689
[1430,] 8180 7643 585 6989 4540 1337 774 6080 3718 1746 9844
[1431,] 10624 12789 13047 13492 13096 9329 7288 10162 10440 10627 9121
[1432,] 5619 10762 11355 10327 3057 7045 2554 6282 9201 11921 12388
[1433,] 543 5851 1607 4321 11043 3271 139 5687 4493 1423 1100
[1434,] 8683 13166 8204 12095 9482 5982 9579 11603 5911 4130 10603
[1435,] 5862 5050 13381 9059 9946 6732 11916 6000 11387 10611 8088
[1436,] 12892 11364 6518 13123 6209 11484 8497 12774 8128 7447 8437
[1437,] 13263 5751 12493 9808 8761 5708 8892 8099 7641 4497 2645
[1438,] 9294 12686 9152 10012 13055 8775 9890 12883 4573 13054 1909
[1439,] 5394 4755 8000 5483 9500 2412 10506 10725 5384 6648 12994
[1440,] 7769 11901 6110 6673 6993 12358 6847 3775 9361 5704 4991
[1441,] 11462 7365 1810 10498 13516 10624 6845 10885 3839 4758 4286
[1442,] 10206 3123 1536 11314 2919 2670 2361 2514 4280 792 9164
[1443,] 11850 11142 4321 13459 4629 10022 4234 4985 12565 7986 11825
[1444,] 8291 10171 6985 4718 10554 6646 7002 1902 942 6724 3492
[1445,] 6546 10942 6653 9475 4041 4268 594 6509 11936 945 2656
[1446,] 5574 10915 8767 6829 1786 8903 9075 13318 13261 4381 12056
[1447,] 11878 13071 10710 3970 11390 13366 10200 8020 4202 9911 12243
[1448,] 10417 8282 10103 11901 13076 7999 13028 1026 9903 9658 7068
[1449,] 2649 598 534 1161 11207 2564 7013 2498 527 2705 835
[1450,] 1952 11662 8544 4914 5212 6518 10512 8948 4378 13250 7583
[1451,] 12651 8766 11150 13104 6176 12243 8497 7296 9278 12031 13502
[1452,] 8966 10662 7394 11749 4390 11811 7989 10488 6848 4404 7490
[1453,] 4493 11492 4727 7697 5218 5159 4684 10539 11927 4353 12287
[1454,] 10900 4327 4422 11795 3958 3902 3587 5420 2100 7445 7378
[1455,] 7879 8799 6301 10422 12799 12644 6765 13167 7127 12074 6296
[1456,] 10194 7329 9474 4745 13523 8824 10673 4979 2821 3826 9874
[1457,] 8124 8165 8025 6868 6774 9911 1728 12872 1779 3633 5932
[1458,] 9506 6828 336 10325 7360 988 6588 4700 7915 8496 6706
[1459,] 9388 6333 8080 9417 6912 11993 6328 11699 11489 1047 13508
[1460,] 5191 6566 1138 10264 10887 8137 5363 12180 4392 12224 10460
[1461,] 1764 2730 715 8160 6529 4219 651 5392 319 5498 340
[1462,] 10471 12509 11737 6279 3012 8259 13400 1998 8390 2964 10560
[1463,] 12184 8737 8142 8584 7629 7050 9604 7721 2639 6445 9760
[1464,] 10923 1909 3605 5450 5219 617 11660 6027 10549 3503 2589
[1465,] 3001 5184 5420 478 5994 978 9533 2000 173 9938 8494
[1466,] 9950 8817 5112 7549 4057 9137 12889 213 2881 7265 6296
[1467,] 8484 7749 12157 10389 12074 5050 8628 5852 7957 3247 11364
[1468,] 11608 10058 12805 6856 9548 9846 11928 13284 6378 7100 13011
[1469,] 5652 9063 7887 9867 5101 6322 2708 11188 5219 4209 11054
[1470,] 3214 8397 3383 12660 2960 13382 5542 6422 11662 3854 7372
[1471,] 5332 2706 7708 10487 12137 12222 386 1729 12301 7586 1353
[1472,] 8807 2928 12394 12877 5840 11729 12104 11583 11095 11253 10398
[1473,] 8084 9082 8844 5729 6459 11775 13663 11888 5240 10358 5625
[1474,] 12685 9877 12349 11753 8741 7701 13342 9085 2035 7621 3326
[1475,] 11566 8024 5667 3670 5590 10692 8202 9732 11291 6466 11065
[1476,] 6711 3469 5115 10615 1790 9823 9803 7645 7092 4258 4129
[1477,] 13561 9495 9219 12471 13555 12671 9761 3800 11746 13171 9385
[1478,] 7182 2619 8515 10734 9687 6864 5062 9994 9341 7621 3326
[1479,] 11391 3075 8425 9263 12407 7433 4298 12581 8037 6875 7106
[1480,] 10521 3832 10547 3998 13353 10219 10813 629 9571 8008 9117
[1481,] 875 1472 1857 1837 2283 1662 5797 3481 1099 2750 9775
[1482,] 8433 3290 10227 9423 12025 10788 7459 2736 12578 1734 11243
[1483,] 266 196 255 1066 632 2668 310 492 246 160 42
[1484,] 13467 5105 10556 3980 4646 13579 10164 3903 12915 13610 9965
[1485,] 8166 5278 9484 4532 6030 2498 10533 9820 7086 4057 8811
[1486,] 3530 797 9085 2043 379 394 1513 1823 1393 8761 1795
[1487,] 7459 2983 12326 11404 6006 12950 11549 5313 8029 5065 11784
[1488,] 4665 4476 9526 11845 9652 2033 1693 13146 7092 5499 5320
[1489,] 7131 12656 8779 8098 13062 13530 8045 10990 3696 9396 7694
[1490,] 9828 12417 12326 9350 13535 8474 9338 7105 13667 7974 9314
[1491,] 9183 3766 8018 1394 5274 1685 407 12025 2433 2035 5580
[1492,] 315 2711 851 2693 5318 2317 5766 2174 977 7672 6845
[1493,] 7369 4986 9128 7220 1379 10078 2616 3195 7869 7009 8448
[1494,] 1719 3422 5999 4297 5187 2112 7650 2226 6788 6190 13590
[1495,] 8514 5458 7358 6244 1563 11116 7451 4651 6063 12035 3987
[1496,] 779 2187 9690 1736 2866 10192 12476 3170 11823 4018 1329
[1497,] 12449 13494 13042 9319 11322 9427 7424 13345 11177 11852 10144
[1498,] 8559 8272 13159 10944 9830 10793 8353 1953 5515 2889 12314
[1499,] 4119 7884 9749 10478 12131 10234 10427 9348 9613 9429 7862
[1500,] 13507 9157 3754 2203 855 13028 11298 7777 1222 1766 4613
[1501,] 12286 6985 4996 8105 11120 13029 4985 4383 4568 10326 864
[1502,] 8465 6210 1892 7201 1916 4877 1757 9173 9130 11285 9336
[1503,] 11058 3672 2138 5952 6730 10711 2400 2064 10722 10250 7022
[1504,] 7585 10502 12795 5213 6862 6246 3214 11668 1167 1592 479
[1505,] 12989 2942 11696 3073 2827 7055 841 6389 9129 2342 11790
[1506,] 11060 659 6940 10007 9710 5518 4005 3436 1395 6650 6599
[1507,] 12999 7189 9565 10066 3878 9444 10935 4624 13656 13124 10265
[1508,] 9199 5921 12877 9664 3250 5400 6835 2663 5378 2047 10079
[1509,] 11905 775 8613 4111 9846 9975 7473 11584 3636 7925 12771
[1510,] 10104 10762 2753 10341 12999 1563 9428 10368 10223 11953 6102
[1511,] 8342 3716 7735 2966 8778 11924 6097 10632 10698 9530 2835
[1512,] 4327 12404 4735 7762 2165 1387 5863 9752 13287 11861 8932
[1513,] 9540 2332 6463 6321 9106 7046 1280 10744 12195 3759 12388
[1514,] 5275 7858 2141 5500 8523 614 10429 11879 1362 9418 5611
[1515,] 13035 12002 10515 9423 12419 3026 2559 10831 10312 9222 11243
[1516,] 11014 1878 1965 2949 11776 1985 6079 2222 8238 1956 7638
[1517,] 6710 7775 8461 5620 7372 4924 9654 11547 2878 12019 6337
[1518,] 7479 11255 7271 10900 12903 7249 12447 8017 12231 13477 4940
[1519,] 5245 2986 6812 9327 11916 4229 10898 12249 3241 7107 5469
[1520,] 13143 3432 3480 4733 8639 8612 9700 10428 7414 11625 1554
[1521,] 11179 13469 13556 13569 12599 13305 1773 10813 8928 13630 4932
[1522,] 13577 5782 9861 6570 11609 13407 4730 6246 9706 11637 10189
[1523,] 708 994 418 732 7672 2794 1730 473 8300 960 4371
[1524,] 13497 8996 8758 12441 8421 11186 5459 11200 12351 12998 1401
[1525,] 4793 2770 10008 5927 6839 5788 5158 2526 9857 2471 9214
[1526,] 9028 12084 11860 9849 11687 11258 12676 13622 8465 2693 12551
[1527,] 3065 4454 3243 6522 8561 2355 386 2256 12914 9568 6362
[1528,] 8920 5147 11338 12016 8334 7550 8620 12248 11254 1192 2811
[1529,] 7873 12867 11730 5198 13605 5927 10242 12186 5871 7933 9470
[1530,] 7099 9246 10045 10772 5509 1796 11879 11456 12985 4630 3595
[1531,] 1534 10177 9090 3729 1894 7967 5170 9923 6592 12502 5890
[1532,] 10773 2999 12631 9725 10708 9778 2457 9194 13749 4745 10338
[1533,] 12260 11599 3770 7984 1274 1343 10006 4445 8747 945 12700
[1534,] 2949 1098 10713 11932 4780 11564 6520 638 2358 1116 12954
[1535,] 7917 3584 12174 10651 7900 12684 4878 9711 5578 3294 10876
[1536,] 6981 8222 1559 348 1101 3263 1040 1903 7741 6699 809
[1537,] 9293 4784 3078 11363 7735 5508 9016 4562 603 5602 1909
[1538,] 9078 12184 709 13476 7338 6340 4549 10505 11957 5334 11048
[1539,] 2002 2332 12344 12525 8140 7828 7883 1041 2064 11190 9835
[1540,] 1010 2870 9097 1181 1857 3498 3047 2653 4376 2072 5675
[1541,] 3180 12321 9565 9311 10673 11071 3343 7512 6097 12893 3930
[1542,] 5979 12261 1644 8129 11745 8815 10653 464 5711 5633 11538
[1543,] 2893 3244 10034 85 22 1359 161 460 505 18 84
[1544,] 6624 12404 11147 12479 12938 12354 6894 9465 8332 9844 10392
[1545,] 9263 3987 7969 8056 4889 8767 3854 9724 5478 4066 1761
[1546,] 4676 10257 3329 4932 9600 4507 8079 6835 1872 3598 4387
[1547,] 5163 6364 6459 1269 3762 7165 4493 6150 8120 8935 7350
[1548,] 12756 4202 13270 12944 2891 8654 12530 1120 6324 6124 8050
[1549,] 9940 134 9492 1432 3750 11326 7123 5586 10889 2913 11444
[1550,] 5217 13074 9410 13178 11365 13120 13246 1073 10896 11818 8226
[1551,] 11555 10933 4586 6019 11123 5715 1222 6053 6699 11975 2101
[1552,] 5051 7708 4167 4346 7512 7519 12635 5438 7318 4474 3126
[1553,] 5057 11500 5659 12469 11009 13399 11683 10539 11844 7585 5660
[1554,] 5830 2852 4936 3742 1842 11305 7011 6837 6884 1420 1737
[1555,] 9401 13242 8365 13016 7954 12783 13049 8163 11646 6820 12352
[1556,] 13319 13586 7731 4847 6643 11928 7046 8105 11983 8358 5692
[1557,] 1632 4988 1227 8342 1415 8429 7284 9495 3398 4019 2497
[1558,] 8964 3321 8242 6371 7340 3879 4522 6566 4702 9381 5109
[1559,] 5661 9110 7794 6848 5500 12 3899 12333 8632 11491 7901
[1560,] 4584 10993 9049 1146 10257 5376 5809 4514 1298 13645 4524
[1561,] 1142 5070 7495 11985 4591 3781 11965 12134 12543 4726 11091
[1562,] 8089 8950 4649 7743 13032 12659 12653 12953 13290 10357 5648
[1563,] 10357 2347 11687 8420 7101 10914 12551 3615 1626 6912 7373
[1564,] 11329 11753 10954 13443 11275 9945 9203 7079 13334 13405 615
[1565,] 7535 5263 13318 9282 10077 9058 10786 6415 9184 9142 7215
[1566,] 9369 11652 9013 5967 9604 102 6202 13139 10689 5468 11073
[1567,] 9244 12242 3504 10764 6767 8989 8251 12036 12226 7710 4388
[1568,] 8682 10687 12158 5288 7650 9306 6745 8348 2599 2527 3182
[1569,] 3349 1121 4089 1682 7131 9186 8522 6995 12158 5779 2200
[1570,] 5722 12828 5268 2140 9266 4486 2170 10659 2815 808 8803
[1571,] 9583 11098 8223 12801 8975 9027 11959 3587 13653 12823 6029
[1572,] 5981 2862 7998 10760 7851 5581 8085 8976 4576 13404 1927
[1573,] 8531 1909 9842 10441 6344 2327 6625 1326 8555 5469 10043
[1574,] 6601 2240 7356 4083 9051 8117 7284 11073 2928 9870 11802
[1575,] 9469 6823 5735 5238 6207 8335 10304 1074 7497 11399 13385
[1576,] 1573 9285 6390 5987 5640 4514 3094 163 6886 7756 768
[1577,] 6629 704 3911 10508 4981 6672 8845 12185 7996 13484 10761
[1578,] 4417 3528 11605 3461 6346 4123 2025 5919 7923 3309 10933
[1579,] 4103 13099 6166 7233 2647 7039 8258 10097 13534 1585 10410
[1580,] 4990 8722 9361 5317 5178 8268 6687 4654 12618 3415 11420
[1581,] 9777 12801 7493 803 9006 12920 5314 9118 6904 9777 11766
[1582,] 9108 6872 8846 11252 6714 7670 7953 11340 5312 9348 9028
[1583,] 5552 10901 9749 7855 7699 7872 2590 12391 9641 11995 7864
[1584,] 3284 13017 5875 874 2285 4322 1063 12521 4266 4598 1892
[1585,] 5739 3767 2923 2262 1139 1084 2881 6778 866 12138 12209
[1586,] 10397 1064 7006 11425 4601 3736 7275 12137 12764 12810 13282
[1587,] 7609 11484 5956 4419 9381 10223 4617 6014 3492 5224 1829
[1588,] 3393 1681 12454 9491 8119 5169 5419 6347 6372 11915 6645
[1589,] 11343 11358 7206 12685 12020 8293 7492 13213 4994 10782 7253
[1590,] 13390 9495 3286 13133 13516 4524 3839 9221 6011 7921 3297
[1591,] 3331 6406 6488 9775 8340 5803 5068 7859 2098 3042 739
[1592,] 9492 7234 10093 13492 13335 10761 13475 5981 8928 6973 11795
[1593,] 1902 2711 3082 5709 8755 5558 477 11369 1444 938 4562
[1594,] 7878 9067 5583 2110 9754 10685 9427 12391 3955 11524 3982
[1595,] 1109 343 1163 431 43 7750 154 2462 7999 209 8975
[1596,] 10983 12673 3057 1013 2433 2417 72 6871 1970 1473 9052
[1597,] 7293 10304 3381 10189 12961 11517 12842 9185 13322 12231 10526
[1598,] 1145 1927 6759 8697 7599 6267 4617 8200 9733 6315 4502
[1599,] 11612 8007 6723 7979 12512 11611 12903 8196 12709 7510 10970
[1600,] 5382 2545 1267 5194 12024 218 6534 7058 10171 4420 7385
[1601,] 10679 1580 7033 8245 9260 8473 10210 9156 11521 12634 9965
[1602,] 7182 580 4247 1086 6698 871 1232 3847 2895 7579 2397
[1603,] 12196 8022 10699 10584 12468 12900 8634 5930 12340 11978 12648
[1604,] 7441 12952 9817 8602 12468 10935 13712 12545 11790 9334 11393
[1605,] 12524 13501 7544 10242 9087 13134 10851 12146 8076 4747 3957
[1606,] 9664 3039 5112 12293 10685 13463 3219 7177 9107 13631 3831
[1607,] 10062 7642 11042 7546 8469 9182 13518 5437 11019 5266 3203
[1608,] 8410 12809 12440 10909 6930 11556 12458 7415 13641 8957 13212
[1609,] 7008 12276 413 4932 10505 889 190 10704 4376 252 2473
[1610,] 8596 12593 1516 11689 10963 3084 7650 7370 3476 9304 10049
[1611,] 5845 11899 3881 8798 8064 11222 12667 7257 6743 12193 13185
[1612,] 4239 1864 6140 10435 5447 8574 10496 10559 7374 9577 2303
[1613,] 3604 8454 6338 4739 10103 12748 8108 604 11668 2175 12067
[1614,] 13265 2717 3663 11682 5359 2328 1473 1706 2403 12471 4565
[1615,] 5207 11167 12788 10186 11862 12878 5210 11663 6284 11325 9119
[1616,] 9156 6623 10316 8602 10210 4006 10473 9081 10431 10953 3186
[1617,] 7680 1580 8958 13200 2974 12916 9310 4930 4025 5977 5718
[1618,] 10062 12976 12055 2676 7664 12120 13656 13084 12365 2596 13268
[1619,] 7300 10316 4195 9334 3742 6075 5484 7184 13355 11778 9547
[1620,] 1731 2955 4465 12303 11283 7283 12428 12190 3815 6985 4940
[1621,] 13279 6352 10624 8824 4716 8878 5877 2811 5344 11406 6646
[1622,] 2360 4587 5648 2672 6576 5139 12234 5242 5173 1878 4709
[1623,] 6359 10634 8383 7366 13285 1474 5359 4305 7319 5271 10433
[1624,] 13288 4397 10318 11787 9288 3920 13110 6502 11728 10264 8645
[1625,] 1588 9304 10083 9125 6849 317 4149 3512 8890 5684 2110
[1626,] 8688 11432 11788 3395 11035 11482 13697 13485 10256 8310 12003
[1627,] 1470 5594 585 453 4344 5552 8988 3340 2035 1898 2421
[1628,] 9499 6566 3916 6321 1562 8511 3405 2043 5655 11581 6124
[1629,] 675 13017 6986 1395 3252 3325 701 11425 4251 10404 3580
[1630,] 1563 11052 1644 737 300 463 1144 6888 400 4610 1903
[1631,] 3679 354 8059 3810 629 283 3169 529 821 1456 353
[1632,] 12776 7933 10689 12737 11593 12091 5696 6594 11228 1310 6921
[1633,] 7174 2869 2201 736 5703 2583 2274 788 1791 5654 1317
[1634,] 2734 8856 7452 5905 11105 6867 5090 5968 3939 3237 7705
[1635,] 1146 8393 7611 8203 6907 7275 8361 10267 13500 6933 13208
[1636,] 573 3739 10036 386 5374 6524 5799 3462 9799 8733 5528
[1637,] 11145 1915 4596 12104 9383 9331 8627 4705 11143 11967 12489
[1638,] 9932 7539 12722 6690 7270 8590 2720 10304 12199 3186 11943
[1639,] 8647 7201 10339 1207 13401 8014 5272 10921 8379 6916 11099
[1640,] 8235 4815 6979 10004 10500 10587 9884 7932 11999 7785 6861
[1641,] 9065 10919 7886 3716 6806 5695 10450 12397 9732 8509 10192
[1642,] 7924 7796 12342 6757 8682 6672 4962 6184 10206 7569 7656
[1643,] 9380 7513 4973 8427 5756 2957 3303 6373 1337 694 622
[1644,] 12359 1803 11040 11635 8431 13485 6658 1387 7107 9197 12461
[1645,] 13082 3097 12726 2721 11454 13007 9745 12622 5854 3861 2408
[1646,] 4042 3925 9185 10861 13345 7999 9222 10853 12443 10477 11135
[1647,] 13308 8110 4667 2216 11704 13539 9043 10999 11997 10874 9224
[1648,] 5508 12857 13108 3966 11498 12665 7639 6433 11350 3070 6983
[1649,] 6449 11427 5503 5354 11035 11520 4626 13381 9336 4155 10591
[1650,] 9148 13154 12679 4291 9375 10163 11706 7648 10374 362 9768
[1651,] 6946 9966 13537 12440 5423 2290 580 13074 9696 8491 2827
[1652,] 1282 2051 1316 1306 2331 9622 4747 5675 4991 403 3241
[1653,] 3310 13256 10564 10970 4689 11761 10949 10165 7628 11332 783
[1654,] 7058 8641 12376 3538 4866 8726 10537 7844 9164 1693 6444
[1655,] 7792 3100 3801 1038 416 2801 4113 8382 12335 3965 9167
[1656,] 11483 7428 7210 1269 9983 11987 3311 2927 12195 7063 12385
[1657,] 1059 2246 3119 1568 2656 6600 1074 2180 643 2240 3412
[1658,] 1731 8507 5181 9342 11856 12424 6300 4873 10906 11850 5974
[1659,] 8168 8443 6349 12221 12668 6672 9761 10108 2036 7844 12075
[1660,] 4483 11352 12240 11635 9357 9181 13782 12553 9290 7471 4171
[1661,] 3336 9481 10388 11718 12984 2757 9893 12173 12094 12247 13576
[1662,] 12887 9939 11467 8717 10971 10274 13777 9095 9692 12697 12983
[1663,] 12119 11922 11283 12671 11437 9286 1994 9454 10348 5782 9508
[1664,] 12491 12958 7768 6468 7574 6029 6618 7114 5952 8393 9658
[1665,] 12304 10171 2538 4623 12563 9744 10576 10689 9468 13046 12129
[1666,] 3265 2051 2523 2535 2299 9621 3759 1788 4831 4555 8719
[1667,] 10382 13254 11309 4962 4589 12881 12778 2708 10451 10671 5709
[1668,] 565 12705 6548 9603 6544 1702 4792 1842 4829 2825 2346
[1669,] 10225 728 10006 4805 4930 9708 2954 5491 12399 7183 8933
[1670,] 2056 3262 12475 9907 12324 12350 13621 8202 11979 8063 8938
[1671,] 8898 11241 6312 12392 2019 6467 6592 10925 12859 8090 5069
[1672,] 279 142 1446 2936 3008 1220 3880 4452 6626 4106 2506
[1673,] 9948 13164 12666 4357 7417 12643 13744 12893 9288 10294 10631
[1674,] 7493 4443 9375 5345 11563 8268 12578 4894 5629 12021 4161
[1675,] 12360 8958 6712 6468 7609 9387 7715 13387 3114 8405 10928
[1676,] 3580 4857 734 1060 4482 5577 4955 11424 484 10404 3578
[1677,] 6513 6932 8860 9624 10296 11084 2809 10951 9584 8607 10150
[1678,] 1213 845 9618 5313 5354 4996 2052 13382 7301 8289 10575
[1679,] 7272 9449 11689 13577 3732 9268 4513 11009 4910 723 11297
[1680,] 10812 12901 4084 5288 12454 5065 10403 10389 12896 6148 10655
[1681,] 8801 2228 9435 13444 12674 12137 12486 12582 13071 5822 6062
[1682,] 3733 7103 10903 8136 11794 4449 4008 7974 10713 12503 3612
[1683,] 12068 5135 11181 6645 12915 9655 12273 6077 9116 7901 8737
[1684,] 13342 9351 9557 9199 13243 12018 13059 7452 7192 9688 8272
[1685,] 12527 13026 7159 5087 11339 11934 11432 10812 13309 13262 9266
[1686,] 6701 6603 3256 7397 12024 3019 5511 7596 4981 10022 6231
[1687,] 8214 11943 11370 10712 11918 4399 9761 5594 2036 3936 6528
[1688,] 12493 3207 10543 6148 10075 10185 9291 5272 13696 10003 10834
[1689,] 4666 10747 8636 5648 6722 5747 5050 8107 7122 8668 12055
[1690,] 10580 12330 13345 13514 11825 12004 13474 5313 10855 4765 8202
[1691,] 9961 6552 7274 9788 4018 8294 8500 7392 11103 9252 9469
[1692,] 3781 7502 9722 10711 1550 7812 8192 4065 6685 3936 5861
[1693,] 9900 8586 5243 7454 12363 6014 4487 2291 7022 8160 8494
[1694,] 1314 8570 11779 10268 9096 10008 4222 5028 5801 311 1494
[1695,] 10005 12480 2722 3581 2894 10651 3138 4418 9784 5024 6983
[1696,] 10890 7948 5686 8715 7469 8425 13133 12355 4231 12385 10223
[1697,] 3559 12688 2195 6865 10506 5577 8006 13530 3276 9650 5682
[1698,] 10975 8868 5479 696 11774 528 7169 11410 1114 1377 9910
[1699,] 1817 10234 5892 875 271 3308 1025 2597 2916 7777 424
[1700,] 11111 13234 13553 11911 10579 10039 8284 3959 10307 10479 11131
[1701,] 760 5952 2928 190 6782 543 2409 816 2552 424 3821
[1702,] 4944 12861 5750 10916 2897 10179 12853 1120 12920 7156 1962
[1703,] 9371 10979 8879 12544 6732 10733 9932 9788 13416 7658 11072
[1704,] 4730 3680 697 1655 8765 4459 8022 3875 1261 7627 5687
[1705,] 10722 8408 6866 10972 4850 4098 4212 7570 7655 6071 12246
[1706,] 4666 12931 11220 9090 13059 8962 11346 13522 11724 3360 11460
[1707,] 5321 10935 9662 12944 12757 13518 6413 4280 12300 11386 6890
[1708,] 9101 2458 8407 5778 5665 7649 7974 3004 4751 845 1561
[1709,] 3885 3921 12770 6111 5718 6235 4165 6202 6275 2223 323
[1710,] 3275 2056 2536 1904 2331 1098 5788 6797 5109 1996 2368
[1711,] 10499 10527 13186 12688 11925 7249 10131 7022 9945 11766 11913
[1712,] 3689 8101 3689 11222 7767 7626 8899 11510 6237 11971 8863
[1713,] 2985 1261 3273 8160 1626 2913 621 890 1263 1207 664
[1714,] 9892 7239 8586 8394 10728 9427 9365 2068 12792 3815 2956
[1715,] 10698 11550 12062 7680 6535 10408 3652 5190 4068 10321 12635
[1716,] 8246 4689 5036 7014 5520 5497 7049 7449 1450 4404 4441
[1717,] 5340 2625 1688 2253 6483 1611 11659 4887 1259 6511 10045
[1718,] 9156 5539 11145 5337 11069 7274 13648 13414 8498 8518 6376
[1719,] 7815 7440 11174 9747 7062 10509 7886 4979 8189 3744 2399
[1720,] 5661 10090 7794 4689 12577 10681 7974 8456 1137 5183 7735
[1721,] 3305 1083 3016 4484 3921 4207 9384 7332 12054 9883 12951
[1722,] 5458 11990 10823 1449 2746 11339 3833 5550 12377 3974 12966
[1723,] 9829 13074 8452 10098 10667 11088 12828 4127 13031 9025 8244
[1724,] 11775 7005 3616 1594 11776 1371 1656 3850 1541 4416 8863
[1725,] 9552 11389 10381 5194 3969 5305 8571 3646 11011 10972 2242
[1726,] 3079 9456 4375 4015 5821 10337 10196 4202 12815 190 2956
[1727,] 7559 11359 9277 10248 10892 9196 6533 1434 8135 11427 7388
[1728,] 7207 9699 2915 4546 6162 6925 11939 11407 12973 3988 8102
[1729,] 512 6517 3480 4309 8441 4986 5595 2708 9485 6143 10603
[1730,] 6561 74 6500 851 6143 9492 1852 9238 4634 3804 3028
[1731,] 9899 10349 5115 12385 11895 9146 11534 2916 13754 12650 9372
[1732,] 2775 1163 4262 11834 3648 8856 9088 3840 3907 4922 6526
[1733,] 4281 168 848 73 3249 73 420 6772 638 2096 2597
[1734,] 12108 6430 13444 8825 3844 9545 4556 5368 8730 3208 10181
[1735,] 3822 5397 9277 4154 7303 9229 5546 2432 7152 13361 4129
[1736,] 9899 12815 13435 11486 9087 4877 12051 8178 8075 3937 11260
[1737,] 11245 12509 11737 3230 12773 10926 12545 10742 8389 3380 9607
[1738,] 7677 7508 3240 6268 12634 9516 4317 5188 7966 11395 12403
[1739,] 12418 2164 6439 3971 2827 10336 4449 4202 2057 1191 3039
[1740,] 4044 12801 5961 3999 12938 9438 9338 10020 10803 7911 11756
[1741,] 12141 12036 10360 10290 8421 11788 8510 13640 9444 12985 9718
[1742,] 2140 12699 10079 11874 4554 2604 6055 304 3307 7788 6864
[1743,] 11059 9233 13032 10012 12849 8777 2228 5663 7419 11677 12577
[1744,] 1014 10242 2348 1509 858 1243 1156 831 5718 2018 1748
[1745,] 6710 2580 6293 6532 7510 8492 13324 12084 6244 13231 2238
[1746,] 5446 11860 2500 9691 1918 1247 8831 3025 11623 2999 10707
[1747,] 8355 2955 12591 2297 7941 5830 12405 193 3581 2109 9323
[1748,] 565 13017 3502 3444 1153 254 259 107 8516 7762 2366
[1749,] 12290 5884 3810 10773 10406 1796 5020 4480 4295 8723 1916
[1750,] 8004 6578 4082 2478 8376 7146 9526 13065 11762 10198 8671
[1751,] 9282 11459 1192 1086 9639 10565 6961 5577 11505 827 4275
[1752,] 4929 7430 2461 745 5923 2109 6532 6003 168 5739 11271
[1753,] 8348 7245 5523 12311 9807 10176 3253 8197 12283 2205 7763
[1754,] 7296 12726 7311 11985 3578 9964 8284 12577 9159 13081 11805
[1755,] 11525 11942 8475 5588 8340 1994 1693 12824 10184 1716 7604
[1756,] 12921 8858 6526 4577 7695 7892 11918 8421 7224 12051 4290
[1757,] 8208 3976 6493 8994 11481 6781 9061 10608 10144 7125 5319
[1758,] 11698 3814 4854 6808 12227 5677 417 6776 8821 4592 12300
[1759,] 4800 5847 338 8112 11737 9753 5977 4785 643 5553 6816
[1760,] 11086 2753 2138 7030 12856 12398 11374 12224 8904 1937 8145
[1761,] 8125 12668 1565 7712 8641 3290 4775 4574 6581 2076 4514
[1762,] 8660 13027 13468 13515 13243 8478 8419 12568 11572 12599 2975
[1763,] 9795 13397 2572 3128 1506 6486 7433 9442 4612 12276 4906
[1764,] 10039 4244 11389 5599 9218 12292 6922 9835 13405 5058 10904
[1765,] 4649 8503 5006 10694 4673 4399 11207 6720 6744 2890 444
[1766,] 12005 10872 7696 11046 3049 11601 4431 11860 7687 10189 6714
[1767,] 9442 3149 13416 10983 1934 9098 5294 13452 10156 12896 11222
[1768,] 9419 10612 13567 6270 13601 13490 12504 10076 10227 7215 12819
[1769,] 2262 5366 9418 4264 7628 6125 8664 9612 12632 7405 11417
[1770,] 1529 4729 4994 7030 12210 6630 11874 7815 2650 6479 3351
[1771,] 10319 13038 8169 9187 7959 6928 10043 3167 12075 10473 9324
[1772,] 6477 3556 12848 7094 7664 4072 11108 11922 3351 8545 5795
[1773,] 3050 1836 11094 11026 12769 10871 10313 5834 13267 11433 13565
[1774,] 3583 1002 2195 7117 5681 1855 3967 307 1305 1472 2641
[1775,] 10464 8646 13444 12426 6074 1553 11654 6466 3898 4032 4063
[1776,] 2814 3676 1712 6019 11197 1204 2243 6712 3351 1244 5686
[1777,] 12988 13590 12230 4056 8946 4886 12059 9207 7241 8959 13290
[1778,] 7932 12653 3663 12178 4428 11301 8017 11976 10597 2693 10121
[1779,] 11204 1144 8103 3940 11457 3205 10260 1376 2680 8935 9528
[1780,] 9462 11228 219 13012 8938 13607 11449 11675 6916 3767 10331
[1781,] 12112 4221 13372 12953 1396 8436 8614 4752 2412 6026 3774
[1782,] 5394 1626 13030 870 1351 3276 9707 5680 4730 9608 74
[1783,] 2917 4271 4404 6279 10892 10139 12142 9011 9430 5294 8536
[1784,] 9031 10930 12493 12178 5478 9689 12981 11375 7538 13220 7909
[1785,] 6958 11000 1981 2580 3340 5376 4753 6824 3796 2082 255
[1786,] 315 188 845 793 3927 5273 1307 2395 978 747 1752
[1787,] 10616 4443 13202 5365 2289 13126 13654 11545 4797 7494 6340
[1788,] 7347 12329 2594 13026 7992 8090 13057 10870 12877 13087 3914
[1789,] 7206 4081 2902 5830 407 3578 836 2514 498 8234 9172
[1790,] 9952 3290 12249 13251 8366 12806 3397 2809 7107 9183 9467
[1791,] 13289 7836 12065 7700 8577 11778 2048 13060 9756 7650 7044
[1792,] 6443 13100 10324 6257 9020 12585 8456 8323 6096 9105 6121
[1793,] 13230 8935 6846 10487 9449 12224 13433 11281 11834 2686 6804
[1794,] 4337 9487 4493 8786 9961 8701 12285 3842 10108 11875 12045
[1795,] 5245 6431 7126 10163 1412 8361 3238 8540 3398 10010 1759
[1796,] 7048 7582 11519 11317 10006 3536 10738 10583 2463 11371 11697
[1797,] 8974 12058 8112 6776 7811 12301 8951 4334 11529 4499 2281
[1798,] 5969 962 4566 9100 10408 8792 8995 2470 505 11581 3621
[1799,] 8168 11929 1819 2740 2890 8722 1564 11317 6087 4051 11482
[1800,] 6324 12342 7213 13435 10625 12002 10786 12173 11513 8804 10392
[1801,] 4417 2630 4558 2264 8599 11018 13573 11784 523 6265 5548
[1802,] 1835 13392 10502 1714 12940 1606 6364 3809 8073 310 7116
[1803,] 5379 5478 11920 6491 10336 12994 12637 12365 7158 13395 6367
[1804,] 12428 13324 10318 11630 5166 9270 8688 10751 10420 854 10692
[1805,] 315 12861 6817 11970 975 2256 10856 4229 8545 4046 2738
[1806,] 2278 7462 7047 7397 11841 1049 4317 3649 11511 7857 12793
[1807,] 12650 12036 1243 3444 11068 11785 12912 6572 7334 5569 5176
[1808,] 10143 11449 3298 8968 11207 1337 2222 4426 3955 11951 12080
[1809,] 576 13216 112 3026 3204 1676 2140 1808 3387 8718 1104
[1810,] 6159 5431 11680 9523 12127 10915 12182 7208 9477 5349 2289
[1811,] 8492 3823 12713 8187 12013 13373 10919 2745 11569 12247 11191
[1812,] 3609 8598 6494 11294 8296 12748 7099 6116 10143 11184 6482
[1813,] 5976 12265 2368 3686 7874 3502 4973 2624 2728 12153 5680
[1814,] 8656 10517 4295 8302 7936 11439 1767 3216 8198 8870 12414
[1815,] 10577 12319 7507 4996 13322 13094 2431 12935 12515 13269 11767
[1816,] 9438 1559 12385 11972 5770 9962 12424 11554 10977 13092 7082
[1817,] 13315 11460 11241 8950 11156 13590 11248 9795 3059 8632 10776
[1818,] 11455 6320 10341 9369 9087 13135 12041 10827 10221 3780 10454
[1819,] 6598 11988 12553 9751 6057 7846 12666 9827 8644 1696 3423
[1820,] 9293 4784 10117 8135 7851 8775 8066 13333 1967 7773 6852
[1821,] 11037 7803 8161 10717 12163 13426 10637 8799 10786 9391 10776
[1822,] 8484 7750 4928 7614 5289 3207 10496 10475 11526 13214 4160
[1823,] 13394 7598 7969 2714 1456 7817 2400 6701 11351 3136 8110
[1824,] 12686 4302 12736 11336 5591 12715 6001 10585 6800 10961 4259
[1825,] 7436 12070 11104 11639 9352 6034 12230 10475 9025 13491 10694
[1826,] 2584 2663 2987 5633 4027 7402 2567 7350 3447 2547 3437
[1827,] 6712 10634 9224 12045 13458 5856 6436 9048 5811 3337 11876
[1828,] 9461 5104 10156 13575 11949 9185 3483 10825 3655 13060 12452
[1829,] 13010 6733 10654 12425 10166 12533 12162 13609 6337 11531 4690
[1830,] 8830 10868 8750 10310 2452 10396 2608 11670 11232 9491 5546
[1831,] 12141 6586 12319 7640 5357 12241 11185 12786 7310 10977 12022
[1832,] 11108 2955 3862 11896 10558 2051 12780 1525 7857 3869 9301
[1833,] 5326 9130 9926 7439 6200 8645 7619 10518 10500 8578 3443
[1834,] 10545 11124 10501 13572 11972 12482 8549 5947 9361 12270 10514
[1835,] 6385 10565 7572 4176 4844 10844 6422 10342 8216 7144 9498
[1836,] 2736 4486 6365 9958 9650 5814 11870 11608 1638 7620 6584
[1837,] 7941 4504 8107 6762 11109 9672 9775 5901 12061 6147 445
[1838,] 5495 12387 2616 12903 3681 4913 3574 10858 9236 12190 8510
[1839,] 4892 1274 8455 6012 5432 3897 6742 4319 5495 2508 7513
[1840,] 7953 4520 12839 5450 6368 617 3637 9101 6445 11973 9029
[1841,] 9768 11567 12587 12131 5249 11582 10370 12393 5579 5363 4537
[1842,] 10468 2527 11913 9429 6170 3994 11635 2766 3952 4260 8542
[1843,] 3734 5935 7484 185 178 1812 2315 7923 875 6647 4388
[1844,] 5051 12602 9786 10488 11610 12977 11762 5857 12664 11651 10984
[1845,] 4987 10476 11036 12699 11250 8234 13372 10209 13264 9967 13126
[1846,] 553 5871 7484 2256 5142 10502 9707 6832 2536 4583 8728
[1847,] 262 4823 3504 2236 4485 2740 1220 533 758 5596 10809
[1848,] 4280 10256 8045 6590 1718 706 2902 6866 6601 3707 918
[1849,] 867 3744 10036 2512 5124 5384 5787 3431 8818 3627 2774
[1850,] 9091 12443 9484 3567 8143 12674 8830 13283 4958 11743 12080
[1851,] 11153 7670 1378 7556 8482 8283 12926 6594 6253 4376 9753
[1852,] 3606 3034 8470 8995 7211 1867 5049 8276 10140 6776 6482
[1853,] 8933 8518 10514 6675 13142 5310 2007 11076 7056 12626 11963
[1854,] 4724 5335 13078 11313 5908 12759 7192 11323 12967 10731 4769
[1855,] 12460 11128 1792 2248 8323 11733 4518 1114 1255 12606 11290
[1856,] 3944 529 206 197 5969 1061 593 1659 621 7075 789
[1857,] 8116 12202 10783 7967 11532 11765 8510 6290 10601 8702 11075
[1858,] 10658 12795 13010 9317 11816 10302 10920 9118 13472 9788 7201
[1859,] 13068 1571 13215 5092 12921 12452 6245 12913 12489 11788 11112
[1860,] 7003 5925 11570 3043 7677 1382 4956 12026 2544 10400 838
[1861,] 3822 7200 8576 4986 8218 9201 5470 3645 8052 7869 7305
[1862,] 9339 7820 12728 9165 11116 3482 3984 8885 6700 4463 9913
[1863,] 7038 12502 12356 6975 11079 7700 11810 5911 7117 2510 5293
[1864,] 7886 12565 8449 10413 6415 7458 12633 9987 10259 12477 8681
[1865,] 4202 7520 3175 8306 12693 11072 5502 6375 9403 3744 8530
[1866,] 8755 5659 13096 11601 2254 205 4426 7382 4193 6394 1977
[1867,] 13356 6729 8753 13262 2242 6280 5497 3609 3621 7320 649
[1868,] 5760 5874 2365 5743 3466 5454 1608 1896 1388 7729 10069
[1869,] 11937 12952 13097 12743 10238 8350 12180 8421 11839 12012 1983
[1870,] 4584 10192 10883 1999 8528 6521 7827 9930 1212 1444 6794
[1871,] 2649 4388 9427 5323 9538 9308 10430 11880 9442 3404 8666
[1872,] 12909 1260 6377 5714 7781 9831 8144 7760 2890 5178 5294
[1873,] 8430 8352 6424 13159 7959 8045 13057 4041 12085 11827 10324
[1874,] 9065 8023 12099 10631 11758 8901 11808 11276 7576 10935 12659
[1875,] 7121 2603 3294 10717 13065 10581 9865 3402 4964 3375 7686
[1876,] 10617 815 12154 9443 12874 4043 5209 6247 11487 8142 8947
[1877,] 10031 6894 8870 4922 6608 7884 2404 8111 4350 10848 5813
[1878,] 11845 13071 10479 13602 7954 8016 12422 7317 12588 11338 11838
[1879,] 8892 13397 3423 12900 13608 10022 9238 10127 12174 11880 11172
[1880,] 10923 11528 3663 4430 6373 7596 13599 13257 9751 11050 13393
[1881,] 11688 12232 3001 7834 6755 7675 6988 8957 6828 11669 12129
[1882,] 9505 5392 5921 332 10166 2197 7478 4701 1380 6211 7265
[1883,] 12150 6941 12020 2140 12838 5822 5074 12492 9712 12130 10158
[1884,] 1274 7019 2524 2507 1611 3281 7831 5684 2830 7705 9777
[1885,] 3013 8724 5143 1777 10165 2187 8488 5451 6128 7153 13121
[1886,] 9948 11394 506 5277 5147 6947 8629 10381 2590 4115 6304
[1887,] 1631 12421 11450 13602 1326 10210 11489 5228 8543 298 3630
[1888,] 11394 13093 13338 11521 11314 12574 10929 8336 13667 5857 10268
[1889,] 6963 11662 4824 1999 4336 2412 2149 2665 6607 170 2633
[1890,] 9166 7810 2492 1053 3407 9749 9856 7295 10375 5464 12912
[1891,] 9665 11258 8311 4017 13486 12429 13233 13179 6938 6853 11900
[1892,] 7495 11280 12263 10916 8262 12485 11003 3183 6100 7145 9545
[1893,] 8889 13101 6110 8814 10759 4557 9761 12606 9387 3746 5023
[1894,] 8076 12196 7719 11216 11081 7915 13196 13341 11770 6464 5424
[1895,] 7068 2372 2303 4755 2757 5467 706 8778 60 5750 2425
[1896,] 628 1976 4789 693 11139 525 6191 11992 9770 4497 7044
[1897,] 4264 8996 8831 7591 12807 10430 13604 9532 12622 13391 12496
[1898,] 3929 916 5581 8494 770 8417 580 696 6554 4308 7868
[1899,] 11937 3209 11733 9411 11324 4885 8378 8528 5892 9098 10448
[1900,] 7985 3598 11532 12500 5649 6831 8203 13060 8681 550 1406
[1901,] 5370 1301 11798 9598 12809 12971 3722 4068 2860 11649 6367
[1902,] 5551 10818 9847 7719 5216 620 3693 1423 6358 7489 3536
[1903,] 5528 8743 6540 1888 6337 3903 8749 10479 3065 13368 6348
[1904,] 7066 11266 7667 10694 10776 13041 13454 10990 10182 10729 8757
[1905,] 5167 6549 4898 6230 9274 4779 5367 5024 5536 7857 8419
[1906,] 3895 5403 2446 5168 2238 3852 1935 1993 11045 3251 10576
[1907,] 7129 13585 9777 8097 5482 10565 5005 10769 12415 6387 4599
[1908,] 11564 4625 9788 10576 11692 11241 7938 6297 12340 12085 13611
[1909,] 8208 6187 9612 2919 1423 6781 8133 5478 13752 4056 7604
[1910,] 11348 12314 11701 12799 13425 12415 7289 13596 10978 11783 11131
[1911,] 12953 11991 6869 10706 12341 10556 4840 6623 7893 11368 6639
[1912,] 6409 8567 10109 4028 9848 3746 4217 12193 8931 12286 11206
[1913,] 2728 7539 12336 2904 9227 5659 8120 9853 7016 3165 12072
[1914,] 6560 12419 13016 13353 5837 13216 13258 11583 8073 11174 9285
[1915,] 10347 676 10213 3078 4630 8105 11488 1994 13466 5777 11790
[1916,] 774 2929 521 23 12366 6078 4449 845 23 12171 383
[1917,] 12906 4504 7471 7866 12835 8711 11251 12092 4797 6437 3330
[1918,] 9146 8883 5295 9870 8719 12383 5105 13686 5021 11531 9858
[1919,] 9677 12454 10262 8292 10649 12003 9261 11053 5750 12244 13313
[1920,] 13401 2332 7544 12672 4754 8154 10328 4122 2074 8111 11287
[1921,] 2777 729 2036 4807 3860 9794 12352 2324 4280 8052 2859
[1922,] 9604 5456 13018 11010 9284 8653 6430 7654 6201 4432 10443
[1923,] 1080 1385 2332 1101 2621 1785 1162 8927 1932 135 2533
[1924,] 3170 6390 7118 838 8199 5022 1368 10310 10772 9108 219
[1925,] 9555 12903 10219 7495 5129 12861 8709 5853 12592 4273 6349
[1926,] 1244 3906 6274 10098 1522 5325 2506 7310 8332 11322 622
[1927,] 8730 9966 7694 12115 9466 12074 9574 12747 10469 7330 4467
[1928,] 10540 10774 4641 7658 12087 8402 5668 12340 12306 10337 10930
[1929,] 2857 2790 12091 5961 11778 12344 487 10998 1814 2693 2716
[1930,] 11564 5731 9840 13390 13044 8931 10725 13659 11935 13239 10189
[1931,] 12446 3834 12911 12885 10074 3788 8263 7495 10877 773 2965
[1932,] 1021 11076 2473 3747 10097 1179 3870 4345 904 2867 9848
[1933,] 6343 6020 8572 13200 12969 7135 8542 5318 13463 12272 7360
[1934,] 6882 12865 5195 2478 13153 575 12862 7594 9266 10779 6238
[1935,] 12986 6111 7247 10847 7947 7202 13629 10159 4908 11303 13290
[1936,] 4632 10251 10056 3635 10506 5577 2265 13154 3276 2050 2669
[1937,] 13395 4148 12263 13244 11925 12828 4272 7294 11682 12222 6118
[1938,] 11692 666 3851 6808 2476 719 246 4617 9810 1492 10970
[1939,] 1249 7764 3234 10429 12108 3207 7713 7586 6850 11023 12006
[1940,] 5536 12564 2644 4319 5192 3897 13144 10481 7404 7416 2312
[1941,] 11975 12812 11080 4175 8047 13134 9261 5942 10175 11240 13306
[1942,] 8666 12904 12267 886 10926 6977 7704 8348 1134 2527 12505
[1943,] 10446 11151 12418 8235 11274 13366 11598 9948 11178 12630 10143
[1944,] 12606 9840 9415 9537 9485 12841 12169 10981 9320 7268 11384
[1945,] 10497 13473 10954 12801 10611 11937 13357 12148 13169 13262 6029
[1946,] 10261 3684 4667 2220 8782 11392 4034 4776 7172 2495 755
[1947,] 5292 11243 9942 13228 2149 7503 3343 7315 1160 298 9137
[1948,] 9815 8311 9602 6175 3737 12957 11618 12168 11604 8928 7292
[1949,] 13318 8093 1018 1167 7713 12397 2404 5247 7848 5206 2029
[1950,] 7981 12202 12064 9681 11639 11779 9704 8486 8795 4402 11041
[1951,] 6151 1770 1748 12910 2448 10891 4522 12768 12248 7399 8665
[1952,] 3296 3018 2026 4482 884 1874 7157 2318 5333 6945 6965
[1953,] 9437 13473 11784 10186 5787 11993 13040 8541 13571 13092 8202
[1954,] 9213 8200 3348 317 4296 10499 1021 521 1881 1416 254
[1955,] 7251 6298 11682 1735 7975 9045 7357 881 13482 11196 6079
[1956,] 13025 13054 1258 9187 11487 9563 5543 5838 5766 6806 10515
[1957,] 3651 10536 9540 8806 11996 13246 11223 13283 4656 11929 9828
[1958,] 1638 7665 145 10391 6313 7156 5701 10555 11053 4161 9655
[1959,] 4302 8249 7159 7119 9949 12638 10883 9053 13527 12815 11080
[1960,] 5791 10263 11247 3428 7589 5397 692 4559 9352 8780 1093
[1961,] 2870 2436 12122 1566 632 7778 2212 7949 7773 12793 796
[1962,] 13299 7962 8761 13390 11077 10677 6960 13618 6495 13369 10915
[1963,] 8222 189 1528 6971 7215 12700 4862 8870 4320 1637 8921
[1964,] 2854 5843 6008 5941 11789 7763 2302 4899 3565 2700 3345
[1965,] 9755 820 10534 9459 6054 4048 3512 4193 9591 10012 2525
[1966,] 10467 9746 11079 13470 7355 10155 5380 12272 10367 6222 10472
[1967,] 10795 9490 11188 7787 10746 10521 4813 12579 5767 12609 10720
[1968,] 8197 8436 6379 8992 8284 2503 11785 2120 12187 2993 11468
[1969,] 9583 1663 12251 9277 13323 11960 13361 2077 11703 13594 9443
[1970,] 4651 5575 4231 167 6615 1205 6915 7020 519 4700 4311
[1971,] 4711 445 2983 2008 11874 3386 10552 5128 4401 2993 8929
[1972,] 6332 5070 5354 7269 8012 6997 11965 11552 13199 11772 12334
[1973,] 5321 9743 6283 5152 3067 1643 4354 6489 3926 611 13319
[1974,] 2503 9480 5268 11717 10716 11221 10537 7725 4584 4686 11441
[1975,] 8719 4062 987 12820 4831 11557 12018 2373 11820 2364 4629
[1976,] 4665 9864 11847 9958 7801 13425 1663 7301 7123 2512 7614
[1977,] 7217 10481 11633 10159 7947 3730 10881 3815 8344 11183 11173
[1978,] 10656 5493 1786 3352 9525 3897 8663 11874 12631 10209 8717
[1979,] 6627 10458 11983 8759 9256 477 4799 8902 2404 11823 8918
[1980,] 4891 6518 11141 7530 6530 12009 11667 13019 5943 8288 4073
[1981,] 9032 8032 12026 10585 8770 8940 5188 13366 13142 12705 7033
[1982,] 11727 4784 4033 8153 11791 7739 5956 12054 3512 12156 5635
[1983,] 12025 6442 12856 13360 6155 12999 6354 12986 5263 10001 964
[1984,] 7978 10040 3763 10574 3356 1300 9839 7353 6400 3476 807
[1985,] 4281 3739 1683 5485 7585 6506 3786 6861 2659 7769 3511
[1986,] 7000 13020 3988 5411 6478 2436 8820 2612 2704 1446 1634
[1987,] 12833 6166 11393 6638 8103 4540 7151 2951 11941 1079 2852
[1988,] 6564 11505 11495 8479 13470 11117 12504 7388 11220 7568 3683
[1989,] 4007 12888 7392 7586 10996 8552 13173 12772 9314 11057 6361
[1990,] 4479 3624 3945 2862 7905 11264 11286 10200 9985 8538 7954
[1991,] 11272 9318 5074 13581 10016 10307 13084 9113 13428 12523 8444
[1992,] 7974 4252 12093 9755 4855 6776 8203 8873 2373 9170 5832
[1993,] 11921 11781 12911 13001 13372 7133 12511 10291 13034 13602 8452
[1994,] 6198 8276 7511 6068 6942 1426 4228 4628 6953 9689 2148
[1995,] 10634 5671 8875 11127 6528 8412 10390 2964 12321 12695 6921
[1996,] 3661 7584 10813 9949 11935 11897 13217 13201 9837 10734 5806
[1997,] 4417 9985 11440 11153 11046 5179 10400 4948 2361 12963 5888
[1998,] 11921 2329 11716 4018 12902 10155 7316 3764 10310 11239 7240
[1999,] 6346 13045 12641 13497 12367 13312 8549 3780 6929 11805 5031
[,12] [,13] [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
[1,] 6382 582 10318 1026 2826 4493 4201 4927 5573 2019 3881
[2,] 7327 7151 7293 11570 4016 9587 6367 7952 13494 2125 12990
[3,] 7731 8213 1510 10081 4012 5151 4245 12918 4055 7988 6427
[4,] 1591 1915 121 2302 4587 3873 7282 2904 10325 7092 5541
[5,] 10395 11267 5356 3707 5636 7008 5096 6344 1472 12122 11079
[6,] 10759 12352 12780 3741 900 11992 8173 2570 10890 2754 5904
[7,] 8097 9136 12398 2450 7459 901 8341 6951 8674 10336 1134
[8,] 10809 11621 408 9254 6786 2783 6385 8206 10995 3033 8742
[9,] 10291 4940 7732 8219 11518 4330 5063 10747 11084 5942 8860
[10,] 13408 2054 3674 9816 4999 3684 3306 4838 9263 7944 5188
[11,] 1880 823 2247 1883 3553 1135 4497 1551 7025 4129 2515
[12,] 13328 10199 6849 3431 9516 2005 8511 5247 2466 10791 8895
[13,] 3244 12390 11070 3041 8196 12747 9867 8255 7797 7697 10272
[14,] 3268 594 2139 3128 1031 3694 2459 667 1818 1534 1304
[15,] 8436 10744 6146 10380 11125 12026 8459 13144 8020 10731 8503
[16,] 10384 11485 11620 12924 8063 13325 11946 11548 13361 10207 13622
[17,] 453 2838 633 2396 555 773 6417 1485 1492 1315 1558
[18,] 3455 6701 3214 12422 1081 3064 6701 2251 4198 8226 5572
[19,] 4103 6347 2331 4874 8178 9744 8744 11291 9854 400 10261
[20,] 12555 7518 5145 12288 12970 1409 2735 12578 6771 6784 5148
[21,] 8891 2705 9002 316 6514 4950 11865 9096 3355 6202 3423
[22,] 10540 9129 11068 4008 12431 9638 9911 10450 12445 12668 11024
[23,] 7699 7917 13039 2436 7577 12749 3587 8066 13395 9722 13168
[24,] 5844 7615 6813 7657 10795 7317 2507 7417 4819 4057 1400
[25,] 4325 4598 1419 12776 3664 10607 10064 5726 12177 12428 11341
[26,] 8908 4148 4790 8562 12552 8060 3635 4225 5196 9275 1966
[27,] 13043 3792 11258 5876 11459 8766 8746 11045 7938 11763 12342
[28,] 12282 1536 5294 10117 4246 6314 2559 9158 13403 11370 10378
[29,] 10891 9045 3314 13672 9833 5205 11894 9455 11165 10307 4521
[30,] 3641 4006 5481 5963 11526 4167 9502 8483 8542 13266 8026
[31,] 11510 8868 5189 4417 10466 10118 9279 4866 10192 7133 4222
[32,] 3410 5766 6202 10081 2344 10152 7152 6721 9403 8175 12099
[33,] 6553 3987 11095 13257 11093 6545 11724 6354 9919 9791 8443
[34,] 11906 10120 3066 8008 10825 12612 12944 12551 12398 12964 12353
[35,] 8796 13461 10498 9611 12968 13050 12164 9622 3873 8142 8789
[36,] 10774 5631 2233 5296 6766 3183 1208 8326 3746 9833 5145
[37,] 13217 11657 10441 12229 3260 13088 10699 9109 12095 11910 10409
[38,] 12420 12108 5267 2217 4933 3607 5172 12848 12472 7686 3580
[39,] 551 4968 9817 5412 3735 8950 11830 3279 9296 12792 3371
[40,] 11496 11973 13180 11690 13650 11472 11292 2790 13410 10648 11901
[41,] 5271 7276 9259 9034 3190 7860 8086 4352 11609 2170 6409
[42,] 11074 6252 11097 5176 9730 1872 8299 11578 4657 10665 6126
[43,] 12272 5897 12647 4311 8601 2424 4403 12611 9640 6428 4997
[44,] 10797 13461 12986 10249 11144 10943 8478 9852 12966 12495 5248
[45,] 2801 956 1397 12693 147 4136 10697 9109 7572 1894 2241
[46,] 4373 9029 9689 12266 8783 1158 884 7955 4689 9808 10326
[47,] 7680 13108 4675 10232 11677 9661 8472 5248 10970 7048 12439
[48,] 4748 10385 6958 8508 3356 2578 10872 954 12299 2401 2593
[49,] 7789 8990 9381 1747 8663 12792 8462 8241 9368 9128 3352
[50,] 12125 4167 607 1803 683 10735 9469 2227 4213 12094 4357
[51,] 2441 2876 11623 11476 2954 7772 5114 4748 11435 3640 7953
[52,] 3322 8804 12586 3614 9126 6144 7111 5886 11703 5097 7082
[53,] 11922 9616 4961 9940 8284 10632 5002 13222 5029 7005 5232
[54,] 6959 12307 13016 13183 13219 12353 12259 13433 13225 388 3657
[55,] 750 4154 8032 1790 4903 648 10846 5179 7312 9253 650
[56,] 12304 6578 6990 8598 2197 9109 6929 13260 11592 3072 3187
[57,] 9365 2849 1909 10003 9978 4176 6288 11471 2746 11113 2870
[58,] 7777 7522 7321 11025 9558 10655 11771 7853 12626 13040 6545
[59,] 6062 6420 3237 12137 6998 6396 11658 8962 6587 9645 8217
[60,] 2241 2425 6065 9953 4783 7345 2241 1877 1408 2551 989
[61,] 12492 5198 2516 6599 7853 6954 1477 4952 4648 1778 2984
[62,] 11284 9425 7734 8188 12887 11347 9853 12536 3998 4910 6390
[63,] 7812 3397 367 3436 2773 716 960 6295 4170 2378 5422
[64,] 7823 5188 1286 6581 1822 5814 52 2125 1022 12516 412
[65,] 12103 12131 11378 10152 6622 10583 12191 9852 13306 7829 13388
[66,] 9541 10528 13532 4649 9012 12710 10331 10548 6330 10237 13046
[67,] 10048 12450 11515 10416 13352 5039 1835 6997 12964 6056 12470
[68,] 8639 9594 8150 4046 5082 8903 4897 1876 2324 6850 5215
[69,] 10633 4648 8323 7790 13646 13226 13095 11478 2738 9478 12418
[70,] 13068 9561 12259 9917 13513 3446 6225 9122 12479 11304 4622
[71,] 11335 3538 4965 6177 5651 2931 9047 9345 7169 8055 7546
[72,] 6234 11676 2224 6509 8672 7983 11320 10181 832 13230 3364
[73,] 7218 3845 12021 10665 10024 12812 8862 9435 5511 11271 2717
[74,] 7525 4127 7732 6197 5170 2784 1589 13052 1712 440 9681
[75,] 12562 8780 10064 2709 9034 5040 8106 5608 10564 2580 9260
[76,] 11267 5911 8133 10740 9025 11170 4941 8963 1445 5315 9931
[77,] 8340 1643 5163 8163 1131 1151 4948 7020 10023 4585 10223
[78,] 6666 9628 11480 1183 6568 6884 5557 7137 2445 11470 6675
[79,] 3773 4503 5005 9484 6412 9332 8265 10766 2702 11706 6032
[80,] 4833 11740 12517 8742 8905 7504 10310 9695 8524 8305 12191
[81,] 11709 6981 5931 3007 13043 10386 2999 9727 11225 5227 7931
[82,] 13440 11367 9429 13142 6661 9388 11833 13420 7105 1683 3371
[83,] 11327 8517 2370 12608 1935 4582 6198 8853 5528 11822 9977
[84,] 8426 1710 7890 2633 7449 7233 1909 11742 8017 5723 3069
[85,] 10278 6940 3996 13609 7449 7423 6449 5538 8916 7739 12841
[86,] 7394 9859 1851 3738 2512 6161 12872 10992 7331 8203 10672
[87,] 12630 9927 9142 7678 5204 8168 11575 3640 8184 1608 6333
[88,] 6722 6685 5824 11752 832 158 2771 1412 9015 1748 1130
[89,] 6649 8348 10803 10238 12216 12965 11340 9869 3277 13609 8799
[90,] 5807 10824 11555 11949 10647 5279 13179 11149 9657 6228 6769
[91,] 2913 5420 13083 6686 10774 1466 6921 3302 8057 3065 3186
[92,] 5024 2232 6653 9114 5228 13320 2329 8041 7190 3012 12944
[93,] 9312 5254 10666 5072 5896 10320 13207 5385 5516 13284 9186
[94,] 10773 13112 9779 2516 12593 10607 11769 7555 12677 2913 7828
[95,] 12243 8985 11893 3371 3335 11964 12668 12743 12637 10859 9756
[96,] 10219 2768 5565 13514 11353 5213 7799 7338 10484 5302 8067
[97,] 11132 6260 9732 13284 10303 9564 10085 8154 9006 11383 8430
[98,] 13138 13445 6807 12305 8583 11870 11808 10489 11025 8013 11997
[99,] 1265 9734 5048 5698 6615 3140 3356 4352 4776 2062 4072
[100,] 7136 1631 10154 12869 9073 8567 10352 9886 411 8323 10122
[101,] 2591 806 4067 10358 9520 8355 9373 5724 3254 10101 7792
[102,] 12457 6606 7988 7526 3694 10901 1359 789 10962 3795 8551
[103,] 4836 5454 5356 7678 10573 9094 4707 10368 9046 4506 11555
[104,] 9900 2623 1850 9574 3684 816 5706 574 1361 814 12983
[105,] 3980 6190 4679 6367 4487 3222 1918 9438 5622 5680 1619
[106,] 4900 4061 1522 13524 2294 5328 7011 5664 11013 9090 9590
[107,] 2653 3423 8062 3557 5507 3125 4641 6445 3298 8291 2666
[108,] 10224 6999 6065 6064 4827 9491 12951 11367 12724 4405 11722
[109,] 12999 4093 7719 13225 1641 6862 12595 10949 10178 10013 6281
[110,] 11432 4968 4740 9362 9521 10651 5520 5248 4012 10069 12947
[111,] 2330 3665 10571 7640 4463 9366 310 6228 2996 1199 9535
[112,] 10648 6265 4688 13303 11116 1918 6476 9139 6749 11944 9543
[113,] 3635 10263 1909 11467 4149 10985 9883 8037 10531 6331 4569
[114,] 12681 10361 3004 3475 7496 4158 6685 8016 4581 6108 1544
[115,] 13336 12151 10245 7344 3499 11354 3459 13419 10196 7988 10605
[116,] 2241 1790 6833 1093 1768 6113 3339 2803 1413 9473 2968
[117,] 8979 12752 10933 3781 10428 12785 5462 8167 8003 12776 10488
[118,] 5096 9841 7442 6758 2530 10972 4372 12528 12265 10103 9875
[119,] 11343 10648 9579 405 8297 3930 138 13412 8069 3177 13592
[120,] 5000 7611 975 3365 11743 1076 10094 6275 9178 3791 4207
[121,] 12059 11389 677 2380 133 3927 8040 12491 4534 10536 5627
[122,] 12750 6564 5965 10490 11456 10800 9087 13453 8872 13422 2151
[123,] 1635 1473 11084 12278 5523 4381 12116 4973 2886 10674 11179
[124,] 946 9974 1514 4147 12299 6391 8972 5093 8820 7639 2121
[125,] 6755 7969 4754 6811 12950 13406 5549 10500 5139 10900 12099
[126,] 12875 2913 682 11569 4015 9907 1624 13033 9409 8998 12989
[127,] 4626 7978 4342 7861 6833 11033 10881 2260 6555 6512 9059
[128,] 4196 10432 9178 8158 5658 7627 5126 593 10024 3645 4864
[129,] 6946 5880 8777 13347 10659 10357 10921 10378 10434 8395 10089
[130,] 9737 10621 4294 494 9419 4939 2628 5708 4742 2799 3963
[131,] 11535 8245 5741 1651 2030 2778 1854 11612 3221 1496 1299
[132,] 2399 11590 9948 8050 9258 10601 5037 11444 8332 2866 7779
[133,] 2799 3756 13285 13535 6409 7527 1900 6843 9686 12178 9368
[134,] 6575 991 12145 10251 860 8942 13317 5266 10289 11509 8797
[135,] 747 1251 125 937 1071 715 2052 2929 887 490 1809
[136,] 3259 3269 8418 8156 10843 4484 5986 9286 7618 6322 5979
[137,] 13042 5874 2561 6843 9973 9680 7895 4738 6485 11033 8127
[138,] 4898 12828 5384 11983 11904 13118 5767 10393 11960 10472 12688
[139,] 10061 8023 4212 4085 9882 5205 10461 10705 6463 5280 11481
[140,] 13472 12485 12357 11279 12995 9476 10914 9405 12773 1972 7982
[141,] 3350 6401 11871 10929 909 12605 1926 6689 8938 6753 10467
[142,] 2747 12045 10143 8752 13251 12865 13327 11943 6433 13090 9897
[143,] 9468 6755 5861 4494 12634 8358 12871 13301 11141 7214 5572
[144,] 8879 9749 165 7655 6553 1093 5635 453 4169 1143 1817
[145,] 6042 10474 9897 2151 5007 1849 11049 5361 7050 8964 12505
[146,] 10636 11974 10784 12425 12628 11974 13378 8886 8019 9856 13496
[147,] 9391 4995 11097 12732 13157 1159 12154 6978 5699 10661 9501
[148,] 11679 10047 11035 7848 12379 8432 12573 13537 7767 11162 5597
[149,] 13527 4080 12859 13645 12954 13628 13382 13305 7612 12904 13499
[150,] 1344 2621 7536 3488 266 1541 7706 402 2560 1744 5572
[151,] 13587 6825 8517 10443 8850 12462 4341 5850 5784 5740 7311
[152,] 8589 12651 8125 7060 1524 6836 3148 12432 858 4792 8863
[153,] 3333 12548 8850 4371 2027 13338 1212 4761 10271 3946 2285
[154,] 7563 10424 7069 9819 3921 7811 12025 11328 12842 11284 8296
[155,] 10075 10209 8705 7957 4109 3245 9599 10352 6447 10995 4687
[156,] 2559 7830 2201 10844 12508 702 12631 10978 9433 8173 8899
[157,] 7129 4468 2525 4813 11399 2835 13031 3669 7536 4252 10890
[158,] 4832 8141 6357 7025 2914 3266 11555 8498 1660 3736 8241
[159,] 11083 10993 7872 8202 8384 11119 9144 7385 13553 12724 12320
[160,] 13004 12041 4888 5922 12747 13142 13447 11279 8746 2654 9931
[161,] 13256 12578 9650 5964 3109 8766 8786 10036 6529 3387 5976
[162,] 7991 5215 657 6562 7422 8018 948 2227 10401 7220 8810
[163,] 9956 8592 4093 4238 5564 1413 4282 11924 3165 8028 2992
[164,] 3539 2028 387 1126 1192 4600 857 4565 7833 10681 11249
[165,] 8231 7221 5482 4911 5137 11677 6843 5761 4386 2592 12751
[166,] 8862 9434 11123 10245 11118 12654 11334 13307 8268 10077 12577
[167,] 2402 6185 4485 3969 4085 1428 2299 8622 9423 6968 8861
[168,] 13595 6930 7511 11605 2378 2443 9192 7387 10775 9789 11778
[169,] 5708 814 9305 304 4512 6195 2842 1057 3346 1754 8840
[170,] 2554 10765 10818 13420 4737 7292 6238 9347 6073 12495 6412
[171,] 9173 3177 2300 7829 2851 11599 10239 8716 13010 6263 7893
[172,] 5743 872 9482 7808 1196 3002 3730 635 1354 8296 2667
[173,] 6329 11378 3106 4708 7306 7095 9790 11343 6540 3359 9055
[174,] 1461 9485 220 2562 2263 843 12211 719 9450 5118 1857
[175,] 3730 2707 9004 10301 2421 2952 3645 2038 6211 8191 820
[176,] 6662 11347 10130 9361 13443 11866 13138 9070 12638 9148 8790
[177,] 5581 5536 6236 5618 8591 12434 10850 5576 12716 10978 13423
[178,] 2602 8819 11431 6660 6644 1142 2017 7229 2577 7253 8849
[179,] 13473 10528 12195 12534 13232 4799 6785 12935 4300 11013 7907
[180,] 1232 1235 2273 172 114 256 937 2854 308 521 133
[181,] 6668 12419 8945 9575 9623 10260 7595 10974 12990 2312 9878
[182,] 4727 2218 9626 7208 6696 3278 4092 4829 6998 6981 7543
[183,] 10348 9672 12136 12827 3199 11452 11239 7342 7519 12592 8379
[184,] 3283 4735 9211 12149 6845 4473 6051 8849 6592 7616 12145
[185,] 9085 3438 6147 12363 1262 10236 3512 3438 11270 9459 1096
[186,] 5403 3903 12666 5431 6326 10647 12457 6287 12627 5815 5371
[187,] 493 1410 12343 7028 4979 956 8207 12563 11400 6624 2949
[188,] 5327 13036 1716 3793 2702 3864 3267 2534 10938 6685 4671
[189,] 7497 13008 6532 12975 13630 10034 3095 12286 4119 9904 4436
[190,] 6269 12289 10320 10336 8007 6965 10331 13650 9538 6228 12672
[191,] 10753 12739 1892 4601 8072 3897 2501 12500 9078 4707 1989
[192,] 10307 8665 10784 11150 12919 11967 11238 7823 6891 8884 12426
[193,] 9006 11778 10122 7220 5245 9811 1751 10048 6954 3888 2445
[194,] 3683 1523 4623 437 4299 5364 2537 1431 9685 7509 8410
[195,] 715 1415 358 255 10005 7359 1853 7287 12153 60 6399
[196,] 604 1460 9653 7234 10972 7376 4946 1614 2802 5567 12315
[197,] 4755 2667 8171 7628 13187 10052 7879 13447 10052 12645 12164
[198,] 8956 5954 6258 13010 5414 8785 7331 5833 10749 12899 1546
[199,] 13418 9517 1664 2916 11913 8719 4148 2492 9844 610 9938
[200,] 4824 6894 5341 8757 12291 12795 9499 695 12777 6505 7862
[201,] 511 4536 9557 8069 4597 11176 3210 11966 3577 5314 9006
[202,] 12521 11610 1968 9381 2443 7961 6521 5936 9218 2890 8705
[203,] 1505 11549 6485 13665 11859 5220 12259 8465 7678 3550 2700
[204,] 3358 9026 2662 10174 8824 12608 2741 13354 8924 6755 9414
[205,] 11627 4390 7018 12548 6914 10807 7847 12330 3485 11652 12240
[206,] 13240 7640 10642 6859 8872 10826 10256 11337 6324 4297 5786
[207,] 4642 2969 3349 10768 10220 1238 12042 5759 1989 5317 6753
[208,] 12103 6584 11999 13152 7394 10859 4554 5319 11648 3183 1200
[209,] 3815 7850 11319 13127 8351 10063 9667 12933 6824 12691 12665
[210,] 7064 7430 11826 11450 4786 11163 3041 8825 1972 5336 12194
[211,] 5374 5580 9758 13570 1810 3967 2502 5911 9089 9850 4028
[212,] 5366 5267 10044 255 5828 7659 8249 3555 451 7640 7073
[213,] 11058 562 233 10905 8460 7383 6429 7030 3469 9471 7208
[214,] 13489 7185 4654 12720 7437 4367 10075 5140 12071 11361 11777
[215,] 4890 5876 4443 12897 382 12798 7849 7280 3434 6396 10751
[216,] 6706 2705 8004 12801 10435 12771 10853 4856 9471 12526 10668
[217,] 6211 10195 5683 4409 3279 4186 13112 3595 9300 10795 12941
[218,] 4310 7303 11995 7394 7379 3461 8285 8585 3697 11925 6128
[219,] 8489 6962 6499 3844 8999 4545 8732 10428 13050 5491 5820
[220,] 6141 10303 10387 12175 7204 6464 9926 12770 8068 10838 5260
[221,] 8867 6871 3784 12425 6382 2192 6582 347 4098 7092 7838
[222,] 13551 7789 9650 10355 10783 10772 10431 8973 11672 4994 8586
[223,] 1415 2778 5276 10899 7423 4169 3334 5674 9685 8467 4985
[224,] 13587 10608 10807 7817 7807 10258 7516 7816 7108 8166 1244
[225,] 12159 8646 3985 4718 1941 1029 10599 6586 1049 4396 13458
[226,] 13170 9747 10540 3684 8713 10164 6582 12922 3265 9198 1959
[227,] 6816 7830 686 1964 9287 5006 1660 674 5126 12069 1357
[228,] 5801 8637 10313 3519 10612 4802 12719 3985 6362 13391 7881
[229,] 8809 4955 13038 9259 2015 3462 7507 8123 5690 12373 4945
[230,] 7696 2199 610 8373 3248 9736 6485 2164 1001 10397 1576
[231,] 4275 10589 7615 5598 10822 3968 6051 1194 2955 4574 2769
[232,] 11553 10497 10202 3345 10361 5641 7600 7041 11531 9821 7443
[233,] 11496 12170 10744 6449 9735 8846 5325 4343 10742 9780 11239
[234,] 12501 1244 9828 10295 1374 6102 1462 2856 9014 8262 1634
[235,] 10185 7058 2597 11983 13658 5213 2897 3679 9672 11640 12710
[236,] 10370 8445 828 12797 9488 1303 6657 1915 5159 10937 12978
[237,] 12951 11115 13202 12466 13058 6438 4735 12412 2712 12158 5958
[238,] 4465 10385 9302 10274 4483 13202 10860 4449 10364 13237 1314
[239,] 852 1825 8324 12838 326 5000 3496 10783 2775 877 3024
[240,] 7220 6457 3914 7088 2992 3336 7006 5420 1680 1452 1173
[241,] 5555 2504 9036 1994 1824 1643 2794 10512 4248 9284 2661
[242,] 2668 1761 10516 4314 2386 714 11248 12659 7513 231 9485
[243,] 1784 12352 9227 10017 324 4434 2511 1298 1474 7522 1030
[244,] 1521 7085 9058 2960 12024 47 6911 4229 2387 3732 11266
[245,] 13207 6166 6558 12962 10175 7540 12327 3959 9130 6963 6285
[246,] 962 5852 12070 13092 4659 6510 1911 11133 8961 9767 8434
[247,] 12583 7615 3493 12369 3983 3771 6917 11173 4800 2281 10498
[248,] 3100 7370 3823 5484 1679 2403 6661 126 4591 4139 6065
[249,] 5452 12282 6269 12278 12608 7723 13135 7061 6812 7805 3927
[250,] 8690 6222 4471 12161 10968 9647 4945 9117 2015 2612 13117
[251,] 3095 7193 9696 12252 7521 3461 4260 6176 10763 8797 10291
[252,] 13138 5116 4740 13116 11725 11338 12200 6432 1812 9141 12038
[253,] 7180 12996 4877 4594 2187 7108 702 1847 5071 1603 12084
[254,] 6925 4721 3527 6837 9795 12465 13251 1613 2798 6505 12656
[255,] 8955 4510 8301 1417 8543 9323 3349 10775 1003 11693 3921
[256,] 9439 9644 6212 5469 8684 3341 10080 6875 7155 9128 3352
[257,] 4623 557 5575 5815 7907 11037 6740 2281 4268 6238 9989
[258,] 554 9816 1826 10044 3734 7291 12382 4936 7126 12488 7653
[259,] 6327 8509 3109 7889 4984 4450 4108 9669 12750 10276 6005
[260,] 13481 8366 4575 8162 7337 5264 6015 8056 12837 4568 11710
[261,] 4742 6878 2183 4679 2487 8246 9383 12010 5878 1638 5299
[262,] 10626 2584 3726 4318 8817 11995 8410 8332 13305 7816 11239
[263,] 2303 4057 8851 9243 1131 2329 4321 2062 2383 3910 5949
[264,] 8461 9796 4244 7740 2766 3895 6136 3524 9070 2743 2722
[265,] 10147 4180 9184 3101 4176 4227 4950 5460 6290 10297 8203
[266,] 7860 12217 13192 4497 7642 13206 5673 970 13005 3265 3512
[267,] 7481 13019 1504 12603 8225 8097 5035 13394 858 11423 12083
[268,] 12518 11618 11944 8344 8548 10609 7318 1983 11658 5871 4223
[269,] 10397 3838 3310 11348 5954 9781 8835 11168 6931 7912 13393
[270,] 13130 11636 5065 13675 12954 13581 11272 5792 12077 7794 13143
[271,] 8497 13002 4965 6947 7753 12695 5138 10527 2782 5226 9339
[272,] 7470 2353 10177 986 1610 1910 4786 6031 8878 5530 12806
[273,] 1027 1465 6081 4286 5389 7495 6405 2604 4586 907 12836
[274,] 13398 4418 11766 379 3866 7101 5885 2512 5938 2082 10526
[275,] 2090 7373 12156 12566 4048 2495 3634 8249 12997 5133 484
[276,] 5852 12850 8786 9811 9106 10421 12935 6764 10106 5909 9609
[277,] 2655 2516 1982 3581 449 1209 6396 12282 10060 2800 3947
[278,] 7710 13305 5793 12763 8828 6667 12183 9586 13305 6766 13584
[279,] 8357 9095 4995 6217 3281 7579 6286 4338 4426 8475 6114
[280,] 11156 751 6945 2738 1796 107 5603 1696 2183 4245 3112
[281,] 1995 3498 1001 521 1718 2350 3729 2228 4792 1768 1049
[282,] 5587 3500 6231 8528 4545 9071 5648 2218 12922 13250 7436
[283,] 2378 11380 9156 12375 986 8165 9703 12355 10233 4994 9204
[284,] 10632 11751 10782 12741 3656 6649 8410 4406 7883 6752 8529
[285,] 6753 1119 9277 11019 8602 5727 11339 6714 12259 11997 7659
[286,] 2852 1065 7097 6975 5127 12098 7719 7694 6282 5262 2825
[287,] 7993 4158 4310 6565 2043 11361 959 9587 7912 6143 1655
[288,] 11458 1586 11730 7577 1821 12330 9455 2926 9480 10956 4389
[289,] 8134 8897 8542 4885 1107 7406 9739 5874 13242 8609 10941
[290,] 11147 11716 9028 12357 8593 9587 1443 3084 10401 13364 13424
[291,] 13600 12644 10183 12040 5010 10695 8858 11611 3082 7944 2372
[292,] 5761 12484 6665 13153 10660 13280 13055 10324 8731 11759 13726
[293,] 7461 7747 9652 11883 12420 6980 12555 2657 1562 12269 3815
[294,] 1923 1762 4819 2642 7695 1093 1399 1223 751 521 2225
[295,] 7102 11814 3879 3516 8854 9139 7739 11863 6295 3337 9893
[296,] 9135 8913 3351 6609 12879 3877 9807 5761 5367 8519 2729
[297,] 12530 13460 5802 11691 12665 11999 8484 11705 7840 8841 13386
[298,] 1282 7707 12852 9326 12197 12441 6494 12281 8626 12902 5097
[299,] 9155 2989 6081 3306 5393 8497 4444 2604 11529 614 4100
[300,] 10900 3353 6353 4534 114 255 327 5081 2038 4152 391
[301,] 7262 9565 4926 8085 4827 10395 11665 4333 11203 7427 11680
[302,] 647 5919 7182 3301 7438 7423 4399 4397 5609 897 3927
[303,] 12444 12182 12132 7355 12156 10685 8297 2096 8282 8097 5329
[304,] 5455 5125 1428 1764 4741 6244 11844 5329 1723 1581 6406
[305,] 545 7829 2961 3663 3557 5068 10740 1059 12285 12818 9850
[306,] 13236 4576 10861 7723 3010 9126 5882 561 5906 1599 4136
[307,] 5989 8051 6497 12870 11327 12124 13274 9389 9510 5353 10786
[308,] 5180 9700 7163 3852 4580 1021 7249 1820 9846 4635 9977
[309,] 12152 10110 2726 5074 7151 12179 12359 9444 10211 1454 9650
[310,] 11725 11432 11521 4116 12119 6184 8129 2785 9405 10027 6504
[311,] 10603 3245 10771 8391 11667 6651 10725 5521 12364 10349 12371
[312,] 10638 1884 7993 11175 2836 9311 8416 10288 305 10717 9542
[313,] 12297 4398 4202 6009 5995 7010 11487 6342 11992 7679 6734
[314,] 1551 4097 3382 9830 3092 828 5029 2903 6996 12462 4129
[315,] 6651 12282 6206 3352 3543 5666 12183 12547 5118 6933 5286
[316,] 6935 5046 8689 6962 10157 9469 9645 10314 8477 9341 5646
[317,] 10607 3761 4283 1681 1676 7668 8335 3054 4591 893 2239
[318,] 7893 2791 9673 5307 9423 4597 1303 9161 2010 2612 9397
[319,] 2014 6914 10302 5819 10578 12843 7777 11165 13032 8539 1406
[320,] 10008 8217 2968 12761 4709 8818 13011 3878 3718 9836 9570
[321,] 9696 10624 8968 11539 10059 13389 8252 13206 6526 12202 12356
[322,] 9637 9210 6543 5072 9267 7953 7162 782 871 1503 3537
[323,] 3688 4008 4615 8198 10296 7432 9962 11122 2854 911 3095
[324,] 272 9485 1636 2544 1077 3164 3721 728 1336 1169 5436
[325,] 8359 10221 6727 9097 1645 9451 781 2263 8466 1907 2000
[326,] 12067 2839 6767 13448 11668 5647 9248 12270 2896 11923 13133
[327,] 7778 12004 12281 11181 11699 6168 10166 8922 11095 11541 12991
[328,] 11697 10211 8713 7981 4074 6295 4752 8486 9798 10416 12763
[329,] 7800 6871 856 13334 9514 3927 10071 3786 8151 7094 3367
[330,] 11940 12353 5428 8989 8299 2141 6247 2456 10936 12819 13207
[331,] 13190 11638 9581 8880 10155 13566 11550 11711 12315 12147 6792
[332,] 2107 1668 5142 6175 2214 879 4969 4816 4851 6985 12930
[333,] 9926 11166 12343 7091 6759 12620 9913 4922 12863 4598 10289
[334,] 6956 13166 12378 5672 6901 10087 5947 6230 12347 4319 7940
[335,] 11372 5507 6452 10043 2837 10930 731 5323 9296 4814 4278
[336,] 7335 8113 12852 6389 12913 3414 11240 10779 3542 11720 9372
[337,] 9026 13344 1420 3384 10511 7940 2743 8336 7195 6930 12976
[338,] 8187 3187 12487 7025 7050 7501 2146 6533 9023 3616 8238
[339,] 10034 1581 6970 2609 8723 2809 3715 2472 10395 8281 8836
[340,] 13029 10082 6356 10608 13087 8903 11994 2365 9246 10745 11270
[341,] 8774 6137 8266 13607 9635 10560 5443 8886 6419 9495 10474
[342,] 6448 10592 11370 11809 5740 8341 9898 6670 6034 5630 3653
[343,] 6972 12669 11587 13183 11819 13377 10282 12229 8507 5231 4599
[344,] 12953 7526 13505 7008 11505 11720 11055 11311 10203 12407 11289
[345,] 5294 5499 7556 11139 6697 3858 7197 4111 3757 7540 10852
[346,] 11745 1536 7872 7244 7838 488 5330 10911 5699 9772 11139
[347,] 12825 1747 5283 11121 6330 8227 10063 5242 2267 1101 8771
[348,] 9939 3557 3280 1435 5096 1601 436 1547 4981 10110 1771
[349,] 3240 2054 1034 5148 6138 9014 708 12125 3998 3903 9683
[350,] 9302 12510 5412 12962 12850 9833 7927 13155 7050 11431 11263
[351,] 2544 4880 3180 7430 3730 1178 4475 1898 2646 10389 725
[352,] 10891 12672 7474 12361 12309 13213 7789 13343 7390 6259 8113
[353,] 4022 706 7387 7445 2473 1792 1947 7044 6017 6721 2190
[354,] 8294 3594 12975 9544 8006 12710 4790 11311 10891 13139 13560
[355,] 11566 6758 2298 5519 5725 9071 7711 2250 4230 10144 1957
[356,] 12402 11759 10264 8970 3824 10578 11693 5810 7621 12891 2921
[357,] 3989 2788 7511 11615 6312 12476 8346 6141 7519 867 3005
[358,] 12273 8238 8872 7445 4265 8559 4260 4087 11459 11911 8323
[359,] 8114 9890 12390 5154 4136 12379 6993 7386 12422 3620 12760
[360,] 3500 8869 12315 2710 3058 8290 5003 12526 9211 5088 2438
[361,] 13287 2986 6015 4896 7291 8724 7029 7684 11309 9562 4763
[362,] 5303 8216 7489 10731 13661 6574 9915 8131 3998 4909 4780
[363,] 4898 10914 5384 6017 12831 4244 2932 5117 4508 5589 3738
[364,] 3729 3139 12452 3140 4901 1281 2751 1622 5155 5125 1513
[365,] 1940 3918 10095 3356 9642 6816 3570 8880 7097 2147 1780
[366,] 5537 6271 1125 411 5714 9043 7711 5670 12708 532 7714
[367,] 12431 8938 4127 11544 4663 8341 7365 10285 12499 7818 11232
[368,] 6432 12539 6614 11489 12044 7859 11194 12765 10983 11486 9666
[369,] 13563 12848 7622 10608 12856 12633 11994 4194 5960 10743 6309
[370,] 4192 2841 4526 8140 8184 7816 6199 2685 7596 3463 9980
[371,] 7207 12533 4120 5059 3931 7571 139 13474 10166 10758 6344
[372,] 11354 3771 4470 12154 9863 11193 9005 9923 7593 9403 9005
[373,] 10956 2355 9327 2133 10924 8570 5836 3678 8658 9376 952
[374,] 2258 4741 2389 13047 5338 6239 10697 5529 6399 9495 11158
[375,] 402 1843 3285 666 1075 461 6680 4853 5175 1169 181
[376,] 7603 3712 2398 12149 5425 10478 11205 7763 7816 13165 9359
[377,] 7355 1478 2398 10129 12164 769 12835 13144 2163 6491 12442
[378,] 911 5795 12791 12817 10334 6094 3610 6695 8117 7132 1741
[379,] 2729 6880 1105 3784 10316 3092 9984 7130 8368 4100 2660
[380,] 3031 1678 1816 1188 4325 2506 4539 3784 852 4967 6641
[381,] 4555 9617 10939 10852 3040 9013 3323 1605 11776 10851 3540
[382,] 10391 1991 2580 3848 13192 3488 9586 10439 10488 12123 12706
[383,] 8028 1761 6814 897 13526 13413 8362 1721 2186 2604 6259
[384,] 12179 11539 2103 12038 8103 1711 11984 8396 4809 12421 13189
[385,] 12789 3538 12583 3614 11991 10087 8105 1967 3125 8161 12532
[386,] 6020 5048 11024 9746 7279 3373 5913 12207 4559 8544 9924
[387,] 7224 8085 8632 13409 10625 7558 9750 8375 8567 9383 8129
[388,] 4730 5670 7741 8624 7227 7279 2273 9215 4977 6039 8712
[389,] 488 3136 8050 2968 216 9043 559 1730 1510 3237 1515
[390,] 2466 11430 5509 4638 730 6224 391 4200 9155 6098 1201
[391,] 13115 10960 964 11608 738 12230 10063 755 4603 7729 9393
[392,] 10040 5772 2503 6817 730 2302 6228 11643 4864 9200 1744
[393,] 8564 4398 1368 4727 8264 10040 3108 10476 865 2273 2649
[394,] 1474 11125 9125 3894 9322 12107 4903 7695 13061 2701 8012
[395,] 13559 5722 6028 3615 8375 4854 5824 7745 13440 11080 9229
[396,] 11860 10246 13280 12053 9339 9633 2993 12628 7785 6628 10885
[397,] 13321 11883 12673 12289 2776 13035 10683 11225 9942 13325 9393
[398,] 1532 6828 9072 5584 12684 9148 12297 11897 5719 12646 6929
[399,] 10284 8260 2565 9950 12098 6288 5991 13613 8601 4354 5873
[400,] 4190 11458 7551 7071 11443 4477 3063 8556 8564 5323 2000
[401,] 11928 4457 3920 11163 3001 10846 2314 1282 5113 2276 2679
[402,] 11105 6795 8317 8711 8504 10233 13093 5525 2659 10405 10420
[403,] 7807 9853 10251 7760 7822 5133 13245 4910 12242 1665 12975
[404,] 587 4512 9760 1418 8613 11532 13088 2720 666 573 1099
[405,] 2285 2463 10136 740 12640 4017 6554 6708 6075 5090 4325
[406,] 2230 9322 11028 6149 2686 4147 8182 3527 1044 8456 1985
[407,] 12151 13173 5422 7090 10100 11951 12360 5125 10203 8149 3211
[408,] 1409 5812 4355 8765 6833 8504 11415 12613 9755 11197 6785
[409,] 11141 9394 12316 12176 9129 10696 6358 10129 8298 8088 10618
[410,] 1240 8470 3294 3142 886 9978 4686 1058 5223 2408 296
[411,] 12368 2688 2847 7730 8768 11424 6255 1768 9278 4043 7494
[412,] 6734 1144 4112 1852 5600 6947 903 1352 5197 322 10684
[413,] 518 393 900 411 4635 4727 591 3203 145 45 1012
[414,] 10217 12080 4203 5971 9104 6260 11062 12206 12459 13571 13005
[415,] 12947 11115 12537 13576 12401 4218 12299 11872 653 8376 13058
[416,] 8356 4935 2474 12666 1479 6710 2241 10929 13471 10588 7090
[417,] 12543 8216 2140 3239 6037 7817 7117 4703 4871 2933 8294
[418,] 7097 10052 4381 11940 13552 9489 11067 2290 7726 11156 12643
[419,] 8022 452 4108 4524 598 6954 987 663 1340 1193 11434
[420,] 11543 8981 10474 5268 10320 8318 7360 3240 3120 5961 2414
[421,] 11517 7193 10949 5307 6316 6567 10062 7311 9921 7779 3917
[422,] 10873 8873 1109 3666 1906 7209 5506 6034 3044 7137 3367
[423,] 13244 11281 11006 9533 5878 7028 3788 4098 2943 1356 5850
[424,] 7036 4614 3929 3880 1625 1475 8640 7731 10621 3381 10865
[425,] 13443 11599 6779 10220 10423 9871 13234 1117 11633 8975 7687
[426,] 1204 3768 7671 11468 9177 4487 7974 2963 11352 3573 7163
[427,] 4957 8659 12248 11810 3622 11968 10591 8846 12123 2729 11519
[428,] 13018 9719 10641 1876 3887 10056 7871 7673 12729 13521 8266
[429,] 8224 8687 9057 3551 3021 5847 693 1287 3182 4983 10691
[430,] 13589 12643 4864 12042 9130 12864 10445 7901 11672 11433 7035
[431,] 3657 5818 5343 10471 9763 12843 12504 11137 12728 11621 8027
[432,] 11120 5950 10848 3296 13134 7611 12804 9172 10558 8494 10394
[433,] 12204 11485 12577 12928 13658 4260 11464 4668 9670 11051 5951
[434,] 10715 4151 8007 10318 11729 9075 10833 3294 6780 10181 5126
[435,] 11596 6983 7588 13509 11864 12527 8657 11751 7425 7271 9903
[436,] 8442 747 2225 7528 1767 3071 7537 6310 4039 3832 7676
[437,] 1346 7636 1644 332 8679 2267 1427 7450 4244 13505 2664
[438,] 11625 7430 12515 12548 6910 5348 9522 9913 6445 7266 5638
[439,] 6937 2983 7475 11913 12983 4167 11535 1637 9677 8396 10941
[440,] 9573 11274 10611 13232 12038 7046 9093 13262 7257 8949 6307
[441,] 10570 5778 4552 8702 203 5133 5214 11693 7144 10126 3334
[442,] 8749 7685 2925 2642 5506 10258 8403 2444 4350 11131 7265
[443,] 10146 2360 9322 13499 5915 2484 11617 6938 1430 1816 4652
[444,] 1935 3431 5128 846 8730 808 917 545 588 3292 4382
[445,] 2201 5241 8135 9851 11216 7416 11083 7769 10504 8427 9000
[446,] 3650 8634 1866 12929 10677 2834 8709 7331 9531 6226 6962
[447,] 12339 9143 7798 11915 9060 9714 11690 12097 5458 9398 12355
[448,] 9581 4308 9102 2183 2982 13544 5049 2526 7220 8965 10548
[449,] 13333 10736 7991 6465 1908 10150 10736 4880 11504 8851 5100
[450,] 12092 11294 7930 12846 12152 7305 12629 8638 13433 9179 10716
[451,] 12707 12722 9544 1281 4938 9097 6830 9553 2174 593 11763
[452,] 6459 13195 3668 11839 4128 6007 6162 8302 9270 7717 11086
[453,] 9409 12431 813 7273 6294 7191 5149 157 11378 6597 8998
[454,] 5183 6828 3977 2779 7717 2109 5180 6593 5719 8684 3619
[455,] 11201 4315 11268 4933 4938 6778 2161 10586 3072 8041 8623
[456,] 9142 3835 4341 8903 7017 9567 4797 2259 5919 3727 9585
[457,] 8290 9935 1698 12598 11505 8171 4031 3378 11728 1021 4145
[458,] 7106 12007 5343 7840 6833 9629 8645 3125 11279 8556 10832
[459,] 776 543 3013 1345 1065 140 3694 5294 4247 9284 3233
[460,] 12938 5722 5998 6630 6232 9109 6892 10604 10516 5310 10156
[461,] 3307 11401 6301 9170 914 8341 4338 2207 7838 4701 8528
[462,] 13471 10400 13455 12887 13058 6438 13044 11413 9677 8350 4734
[463,] 12952 10700 3566 3880 8372 9128 12768 10034 11377 13526 13096
[464,] 8500 2671 3106 570 3916 1020 3820 2515 3762 1970 4669
[465,] 5031 9568 4015 6404 1215 2464 5431 4420 11870 2629 1096
[466,] 6336 6690 8232 2780 4578 2875 1706 1558 5742 9715 2798
[467,] 3320 7192 10741 5245 4494 8809 4260 6816 10764 6734 4931
[468,] 10227 8170 12636 12107 11232 12162 10508 7376 12467 11864 9930
[469,] 12461 8296 8308 13304 12625 10536 13346 6691 11499 10672 12410
[470,] 7163 8080 10275 13576 10637 12472 11978 10311 8562 8366 8127
[471,] 2339 11864 13132 11324 6042 10070 5147 5360 3622 10497 7185
[472,] 3652 12665 11591 6683 11275 10767 12719 5049 11179 12861 5608
[473,] 6707 11896 295 7716 7555 8358 11398 6446 4238 7206 897
[474,] 9277 1726 4410 8951 7143 6994 4021 9506 11733 5005 7770
[475,] 11678 11740 13532 10544 7973 4447 10954 11894 3445 5306 10223
[476,] 8103 12829 4559 5908 8999 12840 11466 2290 7664 3560 12233
[477,] 2083 8069 4466 10775 9952 5202 11659 5590 11943 8624 2740
[478,] 2423 5838 4457 13412 10042 9723 8994 2392 11961 8624 11743
[479,] 12283 8763 4290 4342 10998 3877 12820 10764 4589 11319 8337
[480,] 6734 3150 3228 5554 4551 6947 904 1352 1869 9274 10683
[481,] 11661 11637 8761 13672 5188 1244 12307 8973 10546 4340 13072
[482,] 10851 227 766 3503 4759 4763 984 3016 613 1211 1256
[483,] 7942 7160 1888 6310 3876 7768 3066 13198 4861 5932 8290
[484,] 6126 4539 7739 9161 543 3035 5114 5907 11379 4600 7090
[485,] 7982 1131 10217 4124 3194 10699 1648 9234 4162 3894 9859
[486,] 9990 9254 5701 3276 8796 5463 1362 12447 12065 9803 7244
[487,] 7987 12212 11202 13565 863 12674 12500 9643 13500 13591 1319
[488,] 5775 8279 3528 8874 10924 11577 9624 1110 2690 11634 4687
[489,] 12516 5747 5310 8417 2373 4967 10053 11811 4668 11924 3969
[490,] 13119 7193 5790 5372 9637 9750 13139 5319 13304 5698 7250
[491,] 9378 5414 5049 4353 10370 3991 8343 1883 6399 11135 6060
[492,] 10037 4510 11712 2841 8616 9230 8374 6855 10079 6811 12426
[493,] 11854 12751 13431 13639 8204 7097 12555 11648 10697 12666 10268
[494,] 3560 3914 2981 10061 953 2664 4296 2212 9001 6759 6048
[495,] 4665 8038 7562 13637 12704 7474 13179 7881 10533 5218 6859
[496,] 8867 4692 6884 2518 10400 13250 7588 347 8355 7055 5541
[497,] 4727 4871 3553 13416 9946 8625 12377 12418 12865 13141 12143
[498,] 1041 1706 8081 11224 7934 8140 2109 7659 4506 907 1449
[499,] 12690 12521 13372 12011 10831 11265 12322 8629 13160 6837 7900
[500,] 11322 8551 11335 8108 11549 9678 11118 6575 13439 7354 6949
[501,] 448 4467 9688 452 11013 321 2643 10773 4690 8807 11784
[502,] 6222 12463 9450 11019 13148 9357 12454 10174 4005 13230 4323
[503,] 9705 12795 11182 10416 1373 10205 5340 6020 8039 8875 11228
[504,] 5184 2680 7168 1386 7722 2934 5181 11890 9271 2300 479
[505,] 2803 1469 7805 9115 11016 7493 6343 10370 963 10403 7305
[506,] 5170 8714 5920 1340 7958 3816 4776 817 1371 1232 9178
[507,] 2104 1643 7358 9916 8061 11132 3010 12053 4414 9444 12738
[508,] 8789 5106 11683 6413 13542 6667 11832 7498 8957 11957 13185
[509,] 9722 12784 1562 12680 5433 12262 1812 5268 13579 10034 3064
[510,] 4347 2204 12083 13283 9534 4443 12818 2790 9037 2628 7344
[511,] 7298 12739 6415 10351 7404 11453 11802 9971 5762 958 4945
[512,] 8238 5411 3472 5722 12788 12994 12754 7344 10880 13285 10910
[513,] 7436 10799 13462 6889 12289 9633 12923 9697 6643 9592 7907
[514,] 8213 11222 12961 8774 10596 4864 12704 9680 7483 2513 13536
[515,] 2882 5336 10166 1693 1760 1785 836 1386 1408 5411 4014
[516,] 6672 387 190 1736 4543 7942 11368 9324 1716 1054 4350
[517,] 8664 8534 3167 5042 4994 957 6233 13328 9892 9711 2946
[518,] 3808 9145 1905 3923 4891 1649 8134 1954 1723 7921 5959
[519,] 7761 12471 4754 9599 12908 5067 7396 5259 11776 12483 10717
[520,] 10053 8024 4210 11202 13189 10272 10269 8357 5249 8341 11483
[521,] 9167 8405 7730 8209 12461 5199 7095 4703 12233 4883 7625
[522,] 11925 11930 6325 12129 10154 6878 4241 9231 1817 1488 5540
[523,] 6120 11153 9980 7181 11572 12163 8064 2771 11942 11270 7098
[524,] 13190 12707 13406 12552 12787 11428 7238 13373 13106 13140 12696
[525,] 8983 2806 3179 10937 8699 5631 10725 7820 13152 7829 4103
[526,] 11521 6101 12417 6374 12232 950 5574 4691 3719 9728 1141
[527,] 7498 9619 2336 134 648 9823 5067 1272 3249 9899 1942
[528,] 5251 3226 3956 7174 9073 9762 6198 9924 7731 7650 12160
[529,] 3281 12745 10680 7805 13072 9195 6222 6793 7993 2743 10920
[530,] 13546 11490 2080 11932 13550 8493 10403 9408 11871 4318 13083
[531,] 12613 13417 8115 10340 12307 9100 9534 11851 10447 5212 11604
[532,] 4167 2413 11475 3961 7182 10692 4044 11606 2453 5811 3471
[533,] 1384 782 3860 7808 409 5164 1431 261 2584 8291 1930
[534,] 9256 3531 7629 7661 5049 8067 7929 13517 7047 4008 6281
[535,] 3090 6813 10085 5687 9612 1207 11280 3455 2659 12215 7377
[536,] 4978 969 7792 9010 12526 3481 4948 1120 12572 12950 7135
[537,] 2345 12985 9044 2954 3955 4621 5883 7645 12131 7917 8623
[538,] 3955 10495 8366 5439 8489 6427 11786 10004 320 9973 7673
[539,] 4030 7911 13040 10180 11184 3974 12971 9113 5650 7799 13576
[540,] 5118 4701 13060 3556 5401 12426 5607 7441 5164 10937 4424
[541,] 8225 10813 12609 8741 10699 11100 13034 12981 6456 7294 3611
[542,] 11589 9979 3538 7163 8894 12838 5923 5601 13099 4568 10012
[543,] 243 9188 3650 12613 13269 5237 6032 1967 4955 13346 8656
[544,] 9210 13224 11768 13598 11993 12840 12594 11274 10605 3560 9209
[545,] 4267 10718 4618 10788 2889 11522 1773 1474 11261 12196 4813
[546,] 11430 13312 11160 3573 10450 6166 10168 3248 10341 13064 4456
[547,] 10220 10897 7480 4949 13088 1871 11992 2667 10304 11289 5949
[548,] 2102 3207 5931 6955 1018 7474 377 3490 1997 9431 5721
[549,] 2468 10391 4804 3074 3079 12663 11861 5996 11127 2408 6717
[550,] 13255 12716 13402 13401 11490 10794 9686 12720 3082 9920 9605
[551,] 10526 12654 9948 12988 7249 8968 6123 12439 13327 9036 11461
[552,] 11027 12855 6374 2207 10793 3279 4965 7287 9153 8983 2723
[553,] 2692 6694 12258 10410 1376 12785 4304 8336 8034 10710 2311
[554,] 5901 7431 9131 6868 8938 11031 10393 9761 11818 12556 9168
[555,] 11855 11373 7144 11889 6039 6611 10987 10560 12818 9583 11050
[556,] 6971 12011 5578 4009 9977 11081 6018 4483 13063 3399 13109
[557,] 9124 11821 12629 11983 13229 10784 10911 9491 8555 13382 8966
[558,] 6690 12190 13389 2569 2923 13199 5653 2747 2830 8244 393
[559,] 6061 12645 1798 3128 12052 4269 5067 12531 6137 1003 8855
[560,] 3192 2676 5508 2779 7300 12377 8892 460 5982 6628 9006
[561,] 13628 13340 11100 13614 12562 3428 10761 4780 10826 8826 11203
[562,] 10859 12598 7337 7570 11133 13206 10208 1919 13006 13504 11891
[563,] 11321 8530 10665 8074 9192 10556 11681 7936 13518 4594 11069
[564,] 3096 9309 12346 13038 2379 5470 10009 4997 6418 7515 3038
[565,] 5558 10352 12465 4508 11641 12976 10212 9634 11801 13452 9814
[566,] 8318 7083 1536 9923 8026 3379 11190 12415 6450 4434 3839
[567,] 6181 13132 4005 5182 10556 11121 8055 9806 4330 11705 12783
[568,] 13135 10178 1093 2467 9495 8883 7393 4055 1774 6890 9724
[569,] 12651 7522 11413 1632 1767 4281 6372 8868 11693 10785 8749
[570,] 13240 11149 10642 3815 6854 5487 7724 13595 8746 4505 9994
[571,] 10337 8398 5697 1680 8508 7408 11792 3751 8920 9728 10437
[572,] 717 1311 2226 4791 3193 7308 2596 1528 12266 4100 7808
[573,] 10685 4968 5777 8464 13636 8944 12852 10798 7146 10864 13521
[574,] 6686 3418 746 12802 11701 3027 12700 1696 2759 2365 1028
[575,] 11713 11232 12348 8065 11388 12716 5897 9490 12335 1852 13298
[576,] 8627 4126 3678 8179 11556 5749 410 10972 2421 3896 2604
[577,] 4795 6201 5984 13602 10175 8512 11042 10604 11922 12306 11005
[578,] 854 7920 6316 11694 4571 6138 8506 10259 2156 4704 7430
[579,] 9815 11796 12605 12681 5082 10636 2382 7200 10281 5937 11368
[580,] 9573 11872 10612 3569 7143 12679 2347 283 4117 4011 5503
[581,] 5074 1491 6862 2503 5526 2514 10786 5175 11088 13441 3350
[582,] 10922 2875 2607 10606 12495 3266 5908 4796 10209 3732 11263
[583,] 6662 8997 8956 11178 10525 10161 4566 8002 1219 8144 7610
[584,] 2747 9988 4509 6903 13617 10278 1521 3669 5394 6385 7862
[585,] 2265 8319 3552 703 10235 12496 11650 6144 9526 2610 4822
[586,] 6946 7978 3452 5863 11199 10358 10881 12228 12729 4251 10823
[587,] 12632 2010 10318 11913 1949 10437 4079 10296 1027 5220 12212
[588,] 1120 5725 959 4768 3212 10852 9224 3137 6416 8487 2248
[589,] 3111 860 5826 3478 3356 1685 2024 6302 7327 8204 853
[590,] 9873 3501 13196 9465 7707 3039 12700 2218 3567 7208 1632
[591,] 11974 6427 9381 13556 4383 8748 10656 12088 10836 13434 3067
[592,] 9192 9875 11825 12855 11780 11430 11511 5357 8777 8599 2759
[593,] 4890 5033 4584 10583 7254 4134 10386 3051 10541 11076 13100
[594,] 13244 11740 9163 3897 12075 11232 10256 2512 3434 827 4712
[595,] 2847 5797 4304 9437 1141 3883 6635 5154 6211 6103 820
[596,] 8342 8283 5998 4069 5161 10497 11111 4387 1924 5333 6809
[597,] 13016 12083 11575 12557 9101 7793 11999 8627 8185 3743 8109
[598,] 10740 10623 2488 6465 8740 13226 11758 6018 10572 12601 6050
[599,] 10519 11430 1368 693 10108 6004 8116 2460 2476 5894 1971
[600,] 4646 11018 4596 6172 11566 10447 10586 12457 10551 3427 11724
[601,] 6610 11014 4054 12209 7358 11328 9974 12463 10294 3910 7632
[602,] 8917 13260 11187 9435 11056 8043 9435 5113 4582 10163 5084
[603,] 11011 11854 9569 7055 7158 5867 5036 5169 7219 7899 10692
[604,] 12094 3122 11181 7368 12667 3678 10668 11706 6196 7032 2475
[605,] 9797 2913 6640 10848 1558 9907 1601 9227 3271 9079 7820
[606,] 11609 5901 8663 6061 4833 9444 9797 12218 13063 8621 8991
[607,] 6961 10812 6497 13662 12706 11662 13192 12226 6308 13392 7979
[608,] 2560 5351 9273 10863 2547 5732 7386 8916 3253 8093 6690
[609,] 4169 7130 689 8987 2982 5661 3103 9003 4105 990 5545
[610,] 2481 12930 11867 9129 10749 13348 1556 6758 11963 11253 8224
[611,] 10493 11339 3606 6091 5110 3935 2267 10968 3890 2929 6361
[612,] 5167 8530 13527 12461 13218 6580 7819 8794 8739 11200 11669
[613,] 3840 8893 10697 6685 8098 7044 5882 6505 12152 456 8612
[614,] 1863 12367 7326 9573 935 12790 3588 8911 5121 11561 3345
[615,] 7735 4043 5087 7156 1650 7893 1175 863 6939 12799 6452
[616,] 4723 6014 2827 3941 7139 3266 4051 13154 5071 3734 190
[617,] 4924 7638 6508 6114 12392 10837 6963 13552 13086 9537 12130
[618,] 6453 8310 11024 12637 10484 11175 4141 5033 12014 4598 11693
[619,] 6545 13441 11723 10203 4520 10651 11828 5313 10152 3060 5253
[620,] 6567 8010 7207 10130 4517 12606 10798 5537 12083 3540 3148
[621,] 7100 11482 8067 13513 6891 13302 12911 12946 6307 10223 4582
[622,] 4510 5588 9036 3538 6514 3194 2806 13395 2994 3286 3961
[623,] 6306 9995 9517 8833 6005 2627 11481 11782 11901 13126 10234
[624,] 12233 9275 7676 10777 7361 13276 12044 9414 11152 3407 12771
[625,] 7033 11731 9962 11224 12874 11082 11415 13448 6342 12142 8012
[626,] 3912 11255 11814 3038 11984 10077 4886 8757 6953 8908 12517
[627,] 4698 2028 12002 9270 6726 2412 9224 10780 7576 8474 1072
[628,] 3622 5876 8642 7907 13389 3261 7800 11404 9728 8565 10895
[629,] 13518 12941 11820 4001 8284 13548 12605 12145 12657 5796 4156
[630,] 7032 4614 8175 2619 7314 2077 5727 7693 8542 4339 9061
[631,] 9572 10138 4851 4996 12855 11829 7146 284 9424 2859 5506
[632,] 3483 1773 825 10319 8726 12434 3655 887 2541 2442 2693
[633,] 9104 6911 10303 12446 12278 13283 10270 1641 9555 10228 6797
[634,] 12819 4817 12150 4304 5596 13350 7475 5312 9963 6779 12824
[635,] 1078 6457 3070 3989 2911 6491 648 2560 2298 648 11970
[636,] 11724 7312 8188 7177 9065 7438 11146 5586 3495 7402 9186
[637,] 9255 13395 12616 10589 10021 12852 12317 13241 7679 9651 9027
[638,] 3504 7503 2411 5327 10427 7826 517 1309 2896 9737 415
[639,] 3832 6155 12634 5888 12357 11660 4752 8966 9676 10324 13652
[640,] 10835 8857 2233 6509 6617 3087 7396 7205 10265 6955 513
[641,] 7444 4021 3659 2132 1610 6619 6849 9563 7507 12858 10232
[642,] 128 6813 9338 6460 5394 13073 11280 5897 4430 4460 8489
[643,] 10732 6274 6923 11037 1860 506 7639 9631 10374 12512 12594
[644,] 11578 11294 12560 9621 4677 6208 3466 260 5862 6055 12549
[645,] 8390 8589 2389 12756 10274 213 11788 11940 1558 7786 13177
[646,] 10415 1475 5597 2937 5141 4383 10256 2437 1388 3385 8238
[647,] 9781 6825 8923 8712 9570 12461 12682 8604 10079 6817 8486
[648,] 12890 1426 12319 2346 7069 13170 7117 5914 10724 4631 11035
[649,] 2273 11011 11132 11012 4726 4154 13112 13072 7175 3040 8769
[650,] 12913 8267 7699 8082 10937 8427 11075 1614 13447 8547 6747
[651,] 11049 8281 5451 7109 13687 12065 12041 12194 8659 2537 6755
[652,] 6404 9594 791 252 11551 13544 2334 5562 2476 4878 3226
[653,] 4266 1463 12251 8390 9494 3440 5321 12035 7632 2632 9519
[654,] 9541 11121 13500 13499 13372 12583 10347 12953 9509 4291 6983
[655,] 8725 11130 10756 10056 2926 12242 7121 10670 12483 9710 10218
[656,] 12912 12095 10415 12913 12705 6305 10359 13227 9755 4518 9207
[657,] 5750 6906 9487 10681 10587 12091 4837 1090 9785 8620 12167
[658,] 10075 12490 5480 13586 12702 13440 8761 11150 9597 6391 12246
[659,] 11458 2262 4185 4504 9706 3720 2099 4776 6210 2416 2984
[660,] 10483 12533 4261 5060 9236 11288 7964 1206 6951 5801 13205
[661,] 10686 10658 9427 12842 9662 12038 8430 13411 6019 12820 11386
[662,] 7985 3157 12477 5511 8631 3704 10195 13569 11541 7181 2989
[663,] 10216 1726 13250 10378 6104 8173 2311 156 11734 2264 4145
[664,] 12349 11721 9065 5860 12766 11756 9038 11423 8711 11037 7922
[665,] 6680 2282 2251 7539 2553 10746 2784 10508 1831 760 1319
[666,] 12732 11181 11333 10628 10122 12286 11054 13275 12960 11478 13633
[667,] 13415 5998 8679 5067 7200 13174 9028 11234 8081 6872 11304
[668,] 5364 5381 6218 8299 8166 11265 4984 12736 12230 5827 230
[669,] 11025 10865 11549 3008 12425 7360 11641 11717 12335 4348 6755
[670,] 3803 9519 12205 11204 11211 13433 12531 8677 9509 13260 12649
[671,] 4678 4071 9621 9040 5211 3248 11132 3724 10550 2561 3742
[672,] 8067 2193 1536 2327 2741 6481 9036 5758 2768 884 3839
[673,] 5602 2796 1550 3325 2572 491 1296 3587 5702 4657 1141
[674,] 439 8815 939 4032 1567 5226 5018 12111 7246 669 844
[675,] 13494 10570 5919 2703 10546 4853 6754 13364 7417 12544 10871
[676,] 10127 9519 11771 11241 10613 12115 13052 7614 12320 13378 12254
[677,] 10805 8406 9713 10216 10368 10681 12191 9244 3121 11517 11401
[678,] 11330 10936 1376 252 3071 2756 6265 391 11774 4900 8907
[679,] 11177 12337 12624 9824 8099 4778 11029 9595 12588 4749 9579
[680,] 9895 71 826 12343 8598 8031 2767 3473 1840 4192 2634
[681,] 8316 9485 12882 1567 1066 1771 10857 6302 2517 774 10729
[682,] 13551 12846 12032 13398 10783 12171 11999 11730 9255 5781 7477
[683,] 3721 4755 7513 11621 147 9432 4442 12004 11471 8776 4987
[684,] 3718 7932 6612 8696 12546 9252 5237 9113 13186 8150 2576
[685,] 9500 3389 11060 10545 4936 6680 11949 11788 8548 5386 8258
[686,] 6609 11993 12127 10884 12156 12040 9164 5735 10298 3027 5362
[687,] 8221 7279 7682 3885 5137 9427 6846 13556 1065 9651 4525
[688,] 2433 8710 6504 5679 10821 11953 12003 9606 9159 5014 9655
[689,] 5357 9771 8301 13134 6881 466 6082 12419 10054 11822 13570
[690,] 7359 8333 12113 11006 6440 2446 13112 9426 13534 13441 10590
[691,] 12893 6104 4739 7520 5586 6829 12200 5248 8111 9142 10638
[692,] 4911 3738 13212 5867 11894 4426 11460 7918 3559 13468 12223
[693,] 602 902 907 4863 11319 586 5758 4504 3695 6512 4833
[694,] 9388 1478 9721 10129 9597 593 13119 5140 1559 12343 11876
[695,] 9858 2710 10294 1920 6378 3893 4636 3921 3356 10958 897
[696,] 1026 11982 4018 10380 6436 7176 12160 3454 10073 8889 11170
[697,] 718 4742 4272 9108 472 490 8259 2876 8674 7464 6027
[698,] 12297 11537 4971 8857 1927 7797 5147 5445 7729 2755 9976
[699,] 12570 12772 12838 4525 13656 11407 11003 13663 5713 10465 12240
[700,] 10451 11462 4574 11200 7934 6582 12881 5624 2016 11049 12657
[701,] 8692 3771 11349 12153 6956 12203 7342 5474 11953 11823 7949
[702,] 1567 6699 6286 9522 3053 7323 5084 1976 5074 2341 2654
[703,] 4754 4614 7096 2621 8363 10762 4693 811 10473 7326 6951
[704,] 7434 7670 3077 10369 11459 8205 12348 9672 3757 2663 10268
[705,] 4741 9239 3716 9353 7442 2572 12139 4567 12637 9120 9697
[706,] 6408 13213 9927 3865 9898 7802 8908 13151 11884 1816 12744
[707,] 5588 6306 7337 10274 7647 11893 7663 875 10843 1149 3933
[708,] 6425 12266 8226 4106 11555 6588 12363 9124 10726 6661 12202
[709,] 12137 1327 4825 7982 427 417 559 4732 1517 1166 654
[710,] 9276 10562 4855 11784 7191 8174 6104 156 11734 1627 5500
[711,] 12565 5604 236 6773 3269 13016 8397 639 1008 8503 8384
[712,] 7468 11183 13238 10607 11505 12287 7948 10731 7047 11422 13512
[713,] 9115 10841 7649 8768 6901 13284 7853 6114 3392 8383 12142
[714,] 5063 6934 4683 1140 7550 1207 9993 6249 3745 893 9373
[715,] 7130 3972 4447 11332 12509 10335 11955 10830 9663 7294 12749
[716,] 5000 9102 5277 8362 2371 2723 7409 2278 4465 6427 2987
[717,] 9082 10656 8930 11823 7805 4968 12130 7066 8147 4056 12012
[718,] 6215 8986 10110 8702 7494 12041 4370 7866 11088 9170 1790
[719,] 12034 5511 8020 6783 1450 5068 2106 4218 382 86 10679
[720,] 10071 9766 3612 7675 11966 3790 12239 3681 7536 5366 12674
[721,] 4934 5675 10210 10658 12050 4907 1658 10946 6117 5019 3431
[722,] 8781 9573 11384 12741 11690 13341 13382 3438 11495 13493 10411
[723,] 13219 12063 12070 8375 3272 9609 13288 8381 5339 5406 11129
[724,] 6291 7088 9489 5983 10773 7630 3827 7463 12785 3617 12632
[725,] 9216 7513 11903 5047 10135 4276 11164 11453 5839 7967 7622
[726,] 1363 2570 4316 159 1177 2967 7693 620 1536 10153 707
[727,] 12485 12279 10826 12775 1262 12963 12685 9027 12946 9019 3371
[728,] 6132 3455 2469 3165 9447 7532 9112 10097 12871 9751 4925
[729,] 10392 4834 9531 11906 9176 5595 7835 9563 2623 10322 10818
[730,] 3162 5044 9587 6924 11148 1903 6140 12260 2796 592 3605
[731,] 4218 13151 10888 7230 10990 12960 1590 10844 5030 5930 8695
[732,] 4597 6537 11409 347 11655 7305 6503 8904 13321 724 1920
[733,] 1011 4298 5097 4169 5329 13133 5354 4429 7113 6917 6475
[734,] 12341 12340 12631 10369 9172 11419 10435 9601 12589 2257 13193
[735,] 8645 5272 3907 2219 5916 11761 11156 4478 13378 11270 13718
[736,] 1354 2943 13038 9351 4671 10607 1949 8538 6967 9969 12547
[737,] 7900 8760 6146 10166 2642 4116 4475 1888 4693 8864 13357
[738,] 10787 7156 6326 10826 3913 9766 9922 10228 10706 2745 4682
[739,] 6043 9770 7030 4642 5915 5944 4733 5596 4456 5260 12227
[740,] 6966 10519 11544 8764 12340 4171 13174 13428 10483 13094 6752
[741,] 9419 7614 10809 2767 12149 3064 6363 4429 8244 4051 3317
[742,] 1692 3572 5485 338 7103 10030 1731 778 2623 2590 9047
[743,] 3145 10471 7141 5978 5152 11313 2158 7697 4802 9055 2374
[744,] 8098 9307 7826 6374 2373 6286 11724 12223 1960 11083 10409
[745,] 8152 840 3089 5666 5848 7070 7881 9720 4302 1876 7005
[746,] 8116 975 10288 11015 5274 3259 7578 7423 6141 1572 6640
[747,] 13481 6114 3517 4074 8411 5178 8043 9411 8597 3463 9239
[748,] 11130 11156 5020 8411 10304 4216 13219 6831 9996 8787 4020
[749,] 11913 8575 11291 7101 8281 13586 6117 6718 13432 1502 6360
[750,] 633 11672 3724 1705 6428 1748 12819 10085 7005 5646 10437
[751,] 834 6626 12254 6273 10310 9332 6276 10770 6538 8497 6032
[752,] 3483 13125 7336 9433 8638 12973 3685 5569 11798 10952 5558
[753,] 10639 12803 8923 8716 13598 9369 12176 3212 10079 4734 8486
[754,] 13028 2981 12235 11331 12520 11756 12571 9747 12355 11033 13088
[755,] 7704 9405 11699 12324 12968 8998 13363 6997 12965 12471 13683
[756,] 12668 4256 6075 12746 8475 3423 13232 12743 12559 10654 10451
[757,] 12492 11061 13542 7586 6590 10722 6661 8671 12303 12842 7744
[758,] 7496 4042 12058 13405 6226 9822 1535 11240 8205 11476 9616
[759,] 9059 2593 4305 2555 2042 3923 599 53 7351 9222 3388
[760,] 4599 3672 254 3773 4205 723 2840 5160 4239 5148 5426
[761,] 12962 11837 9526 13589 13224 2065 11460 12614 8739 2705 9131
[762,] 10020 2622 384 2066 406 1564 2843 1600 3344 792 1969
[763,] 9494 11272 9886 13377 9010 7031 4755 6341 8812 13133 6788
[764,] 6236 8407 4679 2426 7548 5641 5576 5892 2850 4660 3170
[765,] 3600 11288 4070 7654 1052 6213 4074 1328 11738 8173 2655
[766,] 2230 5048 7667 6120 2692 6274 6188 9435 3614 382 5620
[767,] 10416 9655 13078 6855 11211 9097 13161 5356 5284 7326 3622
[768,] 5030 8106 4676 13415 10770 13532 7302 4535 11345 12987 13348
[769,] 7000 9339 2835 5094 4098 1871 4870 3964 5679 12973 5956
[770,] 9930 5977 4623 4221 11025 6731 8259 7051 12513 10617 8409
[771,] 7173 8915 7047 4885 13232 11439 7015 6516 8551 3359 10973
[772,] 4226 8978 8444 8702 7359 12041 1060 7177 6074 5099 5366
[773,] 12432 10073 408 10007 909 8781 7338 12513 10740 1415 1072
[774,] 7281 10168 4533 3164 13262 11595 9853 4705 9327 13222 12017
[775,] 12237 3701 6759 9306 6389 9613 7407 7349 9947 12995 11093
[776,] 6869 449 13143 1252 5787 6954 610 11080 7913 1211 8563
[777,] 3133 12926 13350 12873 10710 12200 12272 7663 8569 6217 9894
[778,] 13573 9358 3675 8025 1610 2670 5170 13572 12116 3637 8320
[779,] 11138 1244 6299 13139 7774 10943 13088 6991 5790 11970 11823
[780,] 3302 2154 5670 12762 1997 9742 4568 8590 13557 5707 8528
[781,] 10173 7458 13476 4875 6929 6524 2122 5634 11390 12691 9127
[782,] 6983 4836 387 12693 3199 7357 5397 8381 8619 8468 8335
[783,] 10311 9254 7505 8353 732 6308 12432 7387 4604 3655 3963
[784,] 4202 10138 12229 392 2187 5736 6123 11979 9393 5919 6650
[785,] 11091 13101 2931 6267 482 6429 5341 7418 13321 9947 3443
[786,] 12678 4155 11739 8534 9479 5178 3731 3082 2501 1695 5436
[787,] 3232 11141 8132 13499 13218 11761 12611 12960 9622 5282 13050
[788,] 12753 3257 9320 11262 13252 5591 13050 6939 411 5353 12159
[789,] 7920 4157 10574 11072 9585 6892 3731 7508 9009 8224 8507
[790,] 5830 2204 9683 13044 11018 12482 5330 10927 12509 12338 3093
[791,] 3659 5565 677 7620 13253 4777 13038 1467 8655 13091 8957
[792,] 10466 13019 4408 7660 7187 7051 2288 13292 10311 5995 9584
[793,] 5806 6495 10627 6691 9775 6973 8652 4241 5363 12862 10826
[794,] 12094 7878 9211 9221 5782 9344 2566 9838 6688 5718 2952
[795,] 11882 2645 3668 837 1104 7041 6950 3271 5970 6634 10269
[796,] 6690 9963 12574 3689 12239 12791 12219 10064 7330 10141 7755
[797,] 6835 3940 6788 7520 3543 1435 6609 12550 6053 3044 813
[798,] 11013 8097 6498 11906 12311 9592 13334 6122 8569 12124 3662
[799,] 7590 10592 5966 6775 6036 12785 7269 7808 9058 12667 2151
[800,] 9786 9914 4711 6807 6575 5140 6476 4590 6907 2818 1116
[801,] 9779 6446 6168 10232 10398 3556 10124 12391 8269 11530 12897
[802,] 10163 11839 7471 7723 4821 4802 9556 12608 11567 7595 13066
[803,] 13177 2159 8166 13597 6179 7540 13069 8675 4800 2952 5163
[804,] 10175 4468 5566 11212 11935 4771 12749 7909 4405 4265 13290
[805,] 496 12806 3583 5727 6230 5994 4878 2454 3964 2298 3229
[806,] 9793 12640 10113 7080 10134 9839 12061 13168 10238 13036 13515
[807,] 2304 10766 11987 3211 11044 12040 820 10164 6073 6075 11375
[808,] 4921 12539 3519 10695 13261 3217 9729 7289 9138 11300 10151
[809,] 10567 10928 10896 8186 2982 8000 1672 4841 1680 4913 9678
[810,] 8584 9199 2111 3954 9198 5760 139 3909 7264 4769 901
[811,] 12265 9674 8242 5743 6389 9246 10680 5520 11865 10359 3889
[812,] 6914 11496 4842 6912 10631 12122 11894 2519 7456 11660 13441
[813,] 13374 3976 4927 5105 13119 2537 6165 4346 2798 13141 11724
[814,] 2186 12456 9650 4985 2315 7123 3899 11776 5827 5880 11321
[815,] 7376 4744 2646 13041 9409 4439 8343 6245 400 3472 1053
[816,] 1546 1722 5909 998 2118 310 7250 2536 3171 436 6325
[817,] 13067 13403 5494 12625 12507 12286 11679 7414 12605 10820 11982
[818,] 4709 5115 9656 3954 11475 5234 1535 12245 3838 3860 12531
[819,] 10540 4433 7081 347 11957 8370 8175 8829 5734 7640 11024
[820,] 12802 6618 3670 6777 5774 11989 7263 7602 8087 10911 3876
[821,] 8692 12634 5157 10793 5930 12909 1556 12498 13094 12954 11032
[822,] 8286 2354 8414 2944 12516 8570 7865 10920 11978 9582 11000
[823,] 1185 5718 8517 2788 7325 2145 8208 12563 2222 6624 2949
[824,] 13204 11305 11586 11768 12786 10781 11464 6759 11885 10232 13625
[825,] 9742 1960 2961 6413 4516 3521 853 10457 4621 7813 7235
[826,] 5887 4195 10608 11224 3771 8546 3781 6580 8736 5589 8042
[827,] 3283 6419 1810 7286 5560 8801 7308 10254 12501 7835 3898
[828,] 6330 7772 1207 2780 1954 5972 4108 4916 7981 9715 2020
[829,] 7732 943 6864 12672 4361 11862 6378 6816 6080 7985 3299
[830,] 4927 6921 6694 7095 10608 11620 2241 3964 9024 11236 10223
[831,] 3498 6138 8804 10887 383 2722 3379 9558 3657 4658 9312
[832,] 5644 1698 4110 5550 4545 794 9444 3889 746 10166 6082
[833,] 11705 13281 13233 6693 11833 12709 8666 13121 10451 9337 9170
[834,] 2069 7271 5749 11712 10297 1229 12138 11122 3223 13060 1784
[835,] 12348 3685 12061 11200 11398 11203 11452 973 2003 8340 3710
[836,] 12677 4374 9001 1359 12143 12768 7629 5114 8041 4155 7233
[837,] 12952 10535 5891 8643 9009 9117 3773 12678 10545 1802 13290
[838,] 5228 7937 8463 11780 7297 9102 7154 9231 10337 3072 1331
[839,] 7043 11145 11832 6978 8324 8552 2110 7731 4666 1357 5955
[840,] 1147 543 3832 11768 3438 743 3695 2007 5815 9279 5080
[841,] 4470 3418 5824 822 5603 7238 6689 6465 786 8231 3944
[842,] 6959 12664 8534 13657 11271 12353 13163 13625 10429 355 12616
[843,] 12034 7814 10570 844 6590 8360 8557 10823 4244 8297 7738
[844,] 7130 3173 12910 4844 12701 11660 11908 7907 6430 3311 10066
[845,] 2659 6892 11205 8637 11057 4033 11867 6301 3298 5172 876
[846,] 7217 12247 9930 7093 8028 8446 9826 6666 8781 6568 11617
[847,] 7223 8094 4379 3110 7969 5178 2172 10723 3474 6248 2699
[848,] 10916 10111 6542 10668 7219 7546 13412 2296 10124 2076 3212
[849,] 7350 6523 1982 1305 3212 514 3555 5137 291 1931 7218
[850,] 8278 7628 4408 1342 7193 8195 4075 8518 3202 4048 1706
[851,] 4713 7607 12667 12289 6394 7233 2688 11146 6698 6693 11783
[852,] 10916 5039 5503 2327 6262 11697 12051 10394 8844 6588 10217
[853,] 1720 6730 11522 3728 1524 10830 1174 1084 6164 2292 1971
[854,] 2813 1909 2762 11780 2309 5847 3108 3085 9387 4976 2574
[855,] 13625 8665 7269 12436 12922 3109 11263 6695 6890 6817 10488
[856,] 11225 9719 13355 4658 9155 5962 5722 7659 2949 6549 8266
[857,] 6688 10330 8015 2569 7640 11366 7646 5997 12304 13446 9812
[858,] 25 4882 3668 10490 24 3504 1160 6469 3630 17 637
[859,] 12273 2342 3146 13074 6408 3314 12100 11934 7870 11383 10388
[860,] 604 8300 7653 13387 9323 12065 4858 12880 13054 12622 8167
[861,] 13045 4832 9585 12505 13360 13457 11978 6177 5525 12912 1985
[862,] 10340 12460 5772 7509 11017 8366 3450 2900 6099 8097 4323
[863,] 4495 8216 6290 5283 7209 10693 3994 11014 6080 2981 1741
[864,] 2786 12687 10661 2914 13031 7113 3899 6490 13032 13132 6813
[865,] 6244 1714 757 9444 1228 11512 4617 5156 3307 8200 8823
[866,] 6855 660 8053 4471 5451 989 8609 4179 206 1155 11420
[867,] 4540 10464 8504 2389 4706 7817 5301 3883 12041 8848 6224
[868,] 8300 5245 9925 6073 12759 13314 10476 11325 10501 6381 12688
[869,] 3936 6386 11834 7199 7288 6328 5961 1418 12855 7691 11701
[870,] 4775 11137 12959 4885 8056 12842 8905 6783 4402 6323 12701
[871,] 9459 1228 11450 8730 10432 10239 5412 5923 7645 10396 10348
[872,] 8753 8133 12673 7433 10386 12251 10725 12656 13411 11920 9403
[873,] 7158 12057 12611 12934 9899 5397 5801 8479 11225 13086 9906
[874,] 6743 9457 12461 12339 2569 8401 8538 6381 471 3243 8508
[875,] 13508 10809 5568 9721 5856 2617 12549 11204 4454 5294 5948
[876,] 7987 2571 4334 4523 6353 1538 3715 2227 8448 4227 3019
[877,] 3171 5469 1198 913 3582 1024 3226 1257 287 923 9978
[878,] 9500 9115 12028 7943 10831 6617 11482 12260 7735 13286 11754
[879,] 2813 12509 8604 11949 5872 5220 6764 10351 13035 5585 4525
[880,] 12200 3733 3881 3846 12371 9507 7757 2508 7397 7301 8087
[881,] 13574 8162 11251 12958 9153 11317 12944 9928 4921 9073 6299
[882,] 2304 5109 7880 7528 8839 7936 5515 4092 12666 10061 9758
[883,] 10993 3228 12736 12497 7944 2699 10280 10628 5237 6356 10898
[884,] 9265 10698 2561 9758 6241 5235 9656 13586 8772 13421 10160
[885,] 6954 13486 12628 12541 12392 6997 9532 13646 10439 13380 6866
[886,] 12781 10283 2835 7194 8390 10555 9004 13039 12840 10519 11745
[887,] 7745 4963 11662 10875 11624 6803 12624 9954 9369 7976 4253
[888,] 2998 2233 10395 7987 10194 2525 11634 11598 8830 12624 8179
[889,] 9482 3224 11338 4917 12074 5590 8786 4302 10566 9441 10994
[890,] 1351 7636 4332 1917 4211 3190 1450 4079 910 12504 2627
[891,] 5435 2148 5029 7430 4646 6644 1365 4425 2062 1296 9548
[892,] 2233 12651 8467 5054 2229 9907 8119 12111 7238 3785 8897
[893,] 6990 12707 4851 10657 10086 12347 1083 283 11730 2072 7469
[894,] 1078 4245 8136 2238 219 3379 3040 9823 4332 7423 7012
[895,] 11806 11867 13429 1500 5012 5973 2943 7629 10094 4980 2370
[896,] 8185 6436 9066 7038 9124 7548 5845 10693 8208 5921 13587
[897,] 9613 7735 5607 10330 13392 9200 6968 8974 10880 13130 12740
[898,] 6736 10330 12571 4507 12634 4747 6649 3472 10854 7199 10342
[899,] 10051 9043 10973 3012 8953 7441 12598 11719 7383 5326 6749
[900,] 12178 10703 9976 8837 6233 12350 8781 13130 11915 2671 9207
[901,] 4446 449 6337 6546 6552 2809 1996 5867 7913 7201 4038
[902,] 5844 10722 2548 9503 7299 10085 4873 13344 7959 3620 11483
[903,] 8059 12490 9582 13170 12709 11614 11550 707 11163 13266 12241
[904,] 6407 3543 7640 392 2188 2121 7173 668 4119 654 8874
[905,] 2577 1261 11158 8622 12233 11561 9278 10810 13496 7123 2660
[906,] 10581 10596 12781 6724 835 11976 11702 7758 8698 10369 1522
[907,] 9085 7614 417 12821 5735 2980 12839 10418 2937 6504 428
[908,] 7729 457 7265 10947 1417 4088 892 9854 469 7808 11201
[909,] 5083 6925 5684 3307 8569 8533 6453 8492 9939 10595 12863
[910,] 9234 8038 5575 12523 11349 5291 12753 9467 11279 247 12715
[911,] 5180 6558 4375 1385 11733 3791 4146 3189 766 1974 4664
[912,] 1041 3679 1511 4821 7910 8538 8713 8449 2608 3363 12649
[913,] 12927 11480 12357 10527 13469 11069 6792 6165 13357 12626 7979
[914,] 7057 12612 12914 12466 13373 5292 13055 9711 9024 11767 8241
[915,] 9103 5823 2747 12107 10547 10325 6983 1613 6363 6293 10843
[916,] 4281 4649 9225 9591 3653 7244 774 7762 4763 7853 8398
[917,] 3562 1132 9422 2510 11120 2010 12652 10007 1818 4830 4466
[918,] 6667 9854 7324 4731 4482 10230 8437 6870 7242 7130 12991
[919,] 3775 886 8240 6385 4271 9532 6406 7835 6410 7449 7369
[920,] 9843 2700 1396 8708 6369 451 13141 7204 4046 6096 12974
[921,] 10121 12610 13545 13506 13373 13613 11468 9720 13354 13283 13725
[922,] 6054 3623 11840 4640 11278 9170 12292 8734 7432 4302 9178
[923,] 2413 9425 4612 9090 11556 11353 6046 12128 7021 3896 7534
[924,] 2123 8063 10167 9329 10283 3318 2621 5883 9894 11873 2181
[925,] 6545 6061 7863 1137 4402 369 13305 3216 8920 7538 8469
[926,] 3841 7227 4583 11334 4093 8440 12333 13488 9815 10430 10161
[927,] 5884 12694 13455 11212 7891 10807 12739 12321 8731 8599 12191
[928,] 12589 3207 10593 4867 7941 9505 11894 12365 6309 11667 10791
[929,] 9564 1734 3121 8036 4578 9879 4220 1281 3202 7927 4441
[930,] 10835 8857 4758 2484 11746 8364 2740 13059 11046 6958 4352
[931,] 13493 7657 4349 5563 11785 7003 12551 8558 2941 9588 13528
[932,] 11262 11030 6381 5129 8343 5506 2982 5778 3697 7651 9279
[933,] 5029 1025 4588 10766 10227 13090 4945 2666 12438 12675 9274
[934,] 11737 7514 7438 7499 4668 6513 1938 12124 4974 4826 8778
[935,] 795 10583 3062 3628 4050 417 2026 171 370 3299 884
[936,] 12993 11935 6404 760 3237 1057 5545 7082 4098 3789 8894
[937,] 9609 9177 7550 10665 10024 11756 4853 9455 9775 5587 4548
[938,] 12954 1662 12305 5977 10777 13318 13285 13162 4856 7884 12500
[939,] 10978 5637 913 6009 11486 6968 10419 13518 13414 4987 10494
[940,] 8529 10438 3125 4874 7737 11815 4112 12340 11394 1346 6018
[941,] 7361 10771 6882 4679 4280 6177 10089 5141 811 1118 13212
[942,] 8530 10574 6060 13593 4607 5971 10588 11315 11379 11794 5662
[943,] 7786 3297 12986 10252 10538 11306 8478 9853 12239 10871 2431
[944,] 10781 4601 10280 8473 1191 12387 6522 13323 9315 8028 11384
[945,] 1927 3433 11208 9552 2572 10181 2854 10507 3354 5199 12062
[946,] 12938 2643 5994 7634 11932 3770 4776 6590 2194 386 11669
[947,] 3659 6623 10839 8779 11408 8091 991 2804 8632 11621 3707
[948,] 7490 10662 12590 1942 8254 10830 7155 13201 558 7085 12599
[949,] 8866 1674 9427 7523 7800 9928 13246 3878 8252 11468 13421
[950,] 13022 7667 13430 2713 10041 13002 6900 12704 8543 9370 9298
[951,] 424 2598 117 1887 1065 700 3723 2155 917 1162 815
[952,] 7826 9448 5330 7590 3233 10714 5607 6439 12719 9255 9865
[953,] 4709 12844 7770 8791 10026 12106 9716 12599 12464 10551 12669
[954,] 13054 3096 6726 9768 4105 622 6993 10212 11406 11764 11758
[955,] 7734 2499 11885 8309 12154 3926 5341 9817 10138 11533 3317
[956,] 9363 6995 4623 7244 4289 5314 4259 5672 7578 11116 6029
[957,] 13096 10424 3133 5022 6709 6628 6235 2970 12457 4595 9053
[958,] 4775 8496 11227 2083 8894 12074 10243 8690 10593 10448 9990
[959,] 3049 2320 11852 6354 13402 896 4190 6791 7803 11303 11035
[960,] 10222 3848 5455 7108 11425 12134 3034 6172 13548 11306 6857
[961,] 4654 9652 3647 1925 11236 11411 2886 8449 3447 6305 8241
[962,] 9247 12703 5893 377 7162 4879 141 3352 3849 1587 8627
[963,] 7665 2791 5655 1695 12583 7665 10680 1628 8615 11131 7223
[964,] 12954 13020 11582 10376 12834 7003 6946 11954 7041 2298 7460
[965,] 10415 4738 12932 7838 11234 12583 13156 4280 10612 5488 13027
[966,] 2763 4837 9552 12608 9939 4225 7047 2274 11251 9419 5749
[967,] 2329 11695 11739 1823 432 10747 11867 1132 11437 11575 234
[968,] 9573 8680 10614 2794 10126 7108 3159 1287 11076 4984 1914
[969,] 13546 12423 12976 10331 11378 9102 12296 8973 9704 13522 12710
[970,] 10036 260 6223 5520 7689 10753 3699 2644 5192 13635 7734
[971,] 13324 7247 13535 13429 11113 12205 13377 1637 11868 11105 8445
[972,] 3136 7646 10007 127 10475 3791 3250 1819 2257 453 4670
[973,] 7045 10404 12205 5835 10671 12532 13330 7613 12729 4269 13452
[974,] 4434 4124 4740 7534 8659 5156 10829 1466 4163 4972 5533
[975,] 7217 4793 3996 3010 8031 8473 11667 9886 5511 8618 8998
[976,] 3870 10544 12743 8644 10734 8111 2904 9794 5709 4530 11658
[977,] 9558 10439 7089 7042 8161 6657 11616 2518 4514 11286 7179
[978,] 1730 11781 7403 1015 388 3688 4048 10157 2458 2877 2604
[979,] 8027 7918 4025 2831 8828 3934 4513 3441 2186 915 3148
[980,] 11975 10075 12852 10912 7760 7665 11263 9590 4459 10387 11191
[981,] 629 1710 1089 4740 8791 3104 6619 6249 754 5471 8379
[982,] 7514 9559 9980 7174 12078 12582 11632 9118 13547 8624 7955
[983,] 12584 12116 12844 8998 8279 13125 11164 9444 10127 10811 12930
[984,] 6407 10627 1806 4723 8053 2909 12353 12096 493 11801 10038
[985,] 10873 12450 8910 4673 10384 9319 8484 9574 3765 5743 10375
[986,] 781 4890 3543 7024 8180 9838 11574 8286 3936 4900 11941
[987,] 10147 3221 8127 12605 11949 11647 11084 4304 7567 10306 12159
[988,] 13590 8698 9066 2665 13041 8150 9641 9660 2941 7543 9198
[989,] 3783 7445 10018 7273 12877 9491 5307 12458 8679 4446 13111
[990,] 3683 10221 7835 8376 4302 7607 11724 6137 2655 1895 10403
[991,] 11783 817 719 8724 2005 5157 10769 1398 531 6024 4222
[992,] 3607 3401 3020 2846 2164 718 5699 6479 915 763 1829
[993,] 11117 9901 12994 12296 9462 4254 13091 12089 8969 11871 12833
[994,] 8518 8586 13412 382 6085 229 9669 9770 1677 9883 7504
[995,] 7441 12516 3343 9799 9108 4545 4858 5237 3007 3864 379
[996,] 12165 9872 9964 2120 7300 7470 7858 9745 10473 12142 3763
[997,] 13458 7955 8754 2378 4042 3013 398 13322 6155 5068 1300
[998,] 12177 4671 5994 8588 9918 3738 7882 13130 8530 12150 10121
[999,] 5887 13469 11229 9476 7906 3805 8653 12324 12323 12561 12164
[1000,] 2252 2667 10847 7638 9463 8369 13288 9971 8684 11139 12832
[1001,] 5804 6974 13016 13586 11816 11091 12728 13629 12321 8442 12213
[1002,] 10051 8013 4216 6903 3781 6251 13167 7253 9657 2567 588
[1003,] 4775 1602 9929 8976 9935 12840 11624 3418 2079 11234 13301
[1004,] 4956 1862 5556 8729 3045 3113 7258 1020 7000 8149 3317
[1005,] 6153 10308 3768 7491 4326 3352 13120 3631 4859 10867 12543
[1006,] 5939 8290 8261 9958 10236 6323 781 577 11437 11322 10213
[1007,] 5228 10755 2768 4630 5050 2065 3100 13155 11076 6003 6288
[1008,] 8420 11003 5667 5312 9469 6288 13381 5080 8629 7508 13160
[1009,] 6328 10419 808 12053 5673 8827 7256 6791 11996 10548 10153
[1010,] 5901 8644 12722 11768 9919 13217 11456 6601 8488 6376 11656
[1011,] 10678 297 5762 13145 11080 4118 6586 11487 6132 8147 5576
[1012,] 7212 8771 1514 10329 8031 10927 2241 6778 11563 4574 9236
[1013,] 5165 9719 2332 13190 7082 9145 8744 11279 8748 4562 11064
[1014,] 3174 12619 8114 5890 12742 10506 12255 7656 8569 13262 10805
[1015,] 2451 10597 4966 5759 7738 9207 6232 9732 7986 8731 3877
[1016,] 6999 9343 9656 9025 10196 13088 5107 13070 11012 6966 8689
[1017,] 604 2217 3339 9923 7275 5185 3885 1947 11931 11233 9192
[1018,] 13485 7638 3350 7276 10645 10847 12618 13342 7463 2602 5631
[1019,] 5148 3374 6388 3713 9218 8125 249 11823 10109 1078 749
[1020,] 11976 6665 8976 6750 7665 1634 8416 6019 1002 7486 1116
[1021,] 7901 3761 11380 10966 9545 5508 11335 13283 12118 13492 13380
[1022,] 5486 2686 12057 426 7840 7294 7290 3248 3290 2332 9861
[1023,] 6799 1284 419 2828 1429 1555 8410 6082 8039 2047 1080
[1024,] 12661 8129 7817 6251 3275 3399 9944 3119 2855 1365 2996
[1025,] 6668 9851 11961 4697 12614 13406 11342 12822 12201 3171 13408
[1026,] 6092 10932 7634 6082 12507 8434 7140 11772 12259 1454 9634
[1027,] 10632 9304 8872 9300 10538 7758 5457 8597 6748 11958 8536
[1028,] 7914 3123 4127 4237 1907 2739 7365 12854 12115 9840 4096
[1029,] 10973 6893 7550 5837 11223 8434 13263 13541 11893 12225 11550
[1030,] 1401 9999 12824 2913 10665 10361 12721 13583 11824 7355 8957
[1031,] 886 1942 1382 2599 683 2163 2087 1077 7340 1756 2690
[1032,] 9073 11099 1636 1798 2559 2056 3719 2747 10398 7220 5436
[1033,] 7497 12713 4404 3942 13104 9104 8107 8520 9379 3759 12082
[1034,] 5830 10875 6737 6251 6409 8577 7329 9967 12365 4460 10349
[1035,] 1920 12751 10869 2390 1871 8328 756 12159 5608 4705 3920
[1036,] 4178 6183 1483 8121 8420 12938 1589 9629 7190 10820 7592
[1037,] 290 13007 3493 11104 13666 6980 9874 10470 12597 4987 11257
[1038,] 5892 11632 4971 9734 6707 5388 6180 4313 2069 8461 10937
[1039,] 8082 8637 9518 4606 12693 11933 12239 13233 5304 5224 10910
[1040,] 1089 7328 11488 7214 3193 12316 7148 10948 9418 6992 7805
[1041,] 6670 12285 10805 4420 11699 12963 9278 11538 6095 12813 9758
[1042,] 11773 8337 3769 13316 3337 3268 12138 8534 5084 11532 7674
[1043,] 3761 12243 13416 10487 11787 13521 12708 13441 11274 10461 3623
[1044,] 9641 11432 5503 8187 5204 9193 11118 10731 4951 8071 4178
[1045,] 5703 7420 6970 1252 3504 9985 3718 5335 10404 792 7742
[1046,] 6476 7219 8274 11543 3627 8683 2540 4343 11233 3505 5907
[1047,] 3242 9087 272 9923 3830 7816 8082 2666 9792 10539 9320
[1048,] 11595 12770 9594 7623 13028 13380 8796 13343 12332 5231 3618
[1049,] 454 740 8294 13556 12186 7350 11790 13516 4695 7807 6125
[1050,] 470 4139 380 2528 2263 2455 5609 3809 8400 8194 2588
[1051,] 4049 5594 7517 2839 2412 3921 1421 2007 4795 4152 467
[1052,] 3295 2334 7240 10824 1986 13156 4314 4580 261 1926 5910
[1053,] 5651 12400 10744 6761 8817 3932 5301 4581 10903 8875 5005
[1054,] 1624 752 7267 1966 4471 53 1296 3436 1951 11709 2338
[1055,] 11104 2332 4006 7462 4272 6501 5410 2597 12879 11386 3893
[1056,] 13245 8898 5472 11999 8354 1006 12773 13646 12402 12660 5857
[1057,] 9159 13209 9891 8743 7893 8611 11021 7925 11392 11162 11557
[1058,] 9505 12935 13349 12008 7017 9785 10413 5357 10090 8920 11945
[1059,] 12071 13184 4174 13621 3679 8290 8342 8114 8003 10708 4098
[1060,] 12584 11633 11676 9952 9364 11119 9143 8477 12013 12951 3636
[1061,] 8043 13066 11555 6867 8938 12077 10274 2272 13009 11009 7906
[1062,] 4724 13399 2562 13409 8126 6297 3961 11172 4983 3855 7559
[1063,] 4891 6349 5913 3797 11807 8515 6765 5351 11185 3309 12205
[1064,] 8574 8717 11254 3569 11492 4836 6125 13511 3249 6000 10519
[1065,] 3151 11859 5963 5599 9163 6981 8743 9661 10463 4265 11502
[1066,] 9847 11995 6883 6480 13179 13502 10121 8205 4148 12040 5286
[1067,] 5238 1905 1714 3969 7722 1429 3297 1280 7212 8041 1292
[1068,] 11415 7908 5194 10199 11116 4502 3535 9178 12550 8831 7417
[1069,] 2133 3583 2393 10347 13295 10240 6076 7781 8596 2550 4825
[1070,] 3009 12893 7671 12117 10192 5353 7974 10338 8829 8585 8949
[1071,] 3616 9031 9519 8805 12694 10262 12239 12195 4268 2567 3739
[1072,] 13200 7437 10591 13589 12757 10517 9534 11852 11175 13262 11504
[1073,] 2987 9215 8331 10720 7205 6424 11159 6623 6944 3864 3279
[1074,] 10016 11717 3037 3505 5787 4763 612 1600 7351 6195 918
[1075,] 7306 13443 3770 8483 12179 2506 13117 8404 9175 9014 6526
[1076,] 11639 8305 4921 4909 13288 6440 12765 1261 3416 9440 7979
[1077,] 6683 3399 1999 1317 456 442 6643 262 1347 793 1823
[1078,] 9515 11821 6996 13385 13018 1023 12246 1257 6356 11662 9958
[1079,] 1540 2351 6241 7964 7311 583 11527 10915 5681 2705 4849
[1080,] 12079 2893 1375 6310 2214 9791 438 8619 12685 3792 3259
[1081,] 5992 10067 2503 4867 12809 4286 4130 2812 3533 9424 3656
[1082,] 12452 3809 6417 10908 1373 9657 7417 10892 12067 11931 7250
[1083,] 8725 11144 10756 7339 13093 8734 11206 6665 10632 12975 12328
[1084,] 9856 451 826 11067 11164 4743 2878 891 2870 2416 2173
[1085,] 3845 6974 8620 11315 11348 12851 13332 7321 8501 1267 13613
[1086,] 12099 10759 12439 5290 12656 12423 12073 11489 12172 9164 7647
[1087,] 6688 5801 6937 9444 5497 12016 10209 10026 12716 13563 13240
[1088,] 2653 8752 3021 7709 3453 13417 2854 7508 478 8231 8375
[1089,] 8177 9511 9934 12443 11229 4302 9765 12957 8836 3580 11577
[1090,] 7004 12003 1957 3581 2393 2192 4542 5132 12261 3132 3439
[1091,] 1777 450 2512 666 3078 2046 8623 3815 5219 5159 179
[1092,] 6880 5542 4824 801 9656 1606 3718 5332 11803 792 7734
[1093,] 603 6895 4436 11201 6834 12829 11500 12592 12789 9531 6779
[1094,] 10540 10656 1706 689 6685 13040 1177 11458 5848 10899 11306
[1095,] 3923 11017 6568 12001 10182 12070 10466 5758 13054 10437 2862
[1096,] 12178 8898 7691 11303 13221 13380 4765 11957 13362 11811 6786
[1097,] 12272 9112 952 9269 9409 7381 10024 4027 9639 12188 11823
[1098,] 10911 12109 4212 4052 13567 11015 11583 8401 9151 1453 12513
[1099,] 7099 9049 7583 11960 11892 12527 13323 13668 12725 10232 1406
[1100,] 549 11610 9430 12312 13330 4701 2711 8182 7028 59 11991
[1101,] 10119 3733 9890 11210 12706 10357 7847 12305 11833 11651 7005
[1102,] 11388 3712 8818 12241 12248 8691 7444 3666 1486 4488 6035
[1103,] 11438 13468 10525 11712 12179 9858 1947 8419 9304 3830 7675
[1104,] 2355 4735 1299 7823 3875 7730 8874 3270 5534 5501 11056
[1105,] 4499 11715 8041 1798 11641 13206 5702 6445 10398 11581 5563
[1106,] 12381 11006 13163 12989 12879 10463 9883 8423 9154 12799 12175
[1107,] 9055 10203 8944 2503 11718 10668 7582 5268 12280 12798 13432
[1108,] 12825 1825 13037 8436 5712 13049 10063 11480 11477 11917 11106
[1109,] 9788 2758 8821 6409 3525 13349 6406 8602 9899 1347 6227
[1110,] 12184 8286 8195 12556 10924 3363 10409 11512 2690 6277 6798
[1111,] 9084 1784 8942 12420 13449 6209 12131 5147 6990 10897 11358
[1112,] 10825 6252 11104 5462 11683 3675 11343 3702 11658 9117 5247
[1113,] 10871 4611 12987 8683 203 6232 830 4934 9297 4133 508
[1114,] 717 1389 11974 5229 1403 6458 460 12066 4552 11889 2102
[1115,] 8852 8998 8931 11180 8820 9266 9315 11838 10976 10083 6394
[1116,] 654 10731 9333 5364 11008 7170 833 4694 2151 10604 12387
[1117,] 6594 2138 2398 1139 1913 4508 9185 9850 4674 8834 8538
[1118,] 3474 3136 8055 7561 11704 10723 4609 13476 13214 12498 11415
[1119,] 4724 5059 1334 3094 5637 11012 8153 7294 5548 8733 13436
[1120,] 10870 13455 12793 9617 6767 4071 7512 4934 6985 4125 1204
[1121,] 11764 9673 4997 8420 5333 9228 10677 4398 6710 2776 7222
[1122,] 11120 11035 12432 10151 7478 9614 3514 10034 12901 7764 13493
[1123,] 1641 13489 5312 12775 8460 7961 11789 8181 8248 11994 10584
[1124,] 12502 5801 2001 6675 6377 3893 3703 3891 4788 10173 1087
[1125,] 11004 8584 808 9814 6709 1312 2466 10580 9242 9912 13661
[1126,] 11422 8741 5734 3378 5735 10938 4516 2421 8272 6045 2326
[1127,] 13471 11115 13544 12927 13479 13599 7760 12946 11824 13102 10063
[1128,] 3154 4612 2805 3568 2209 4837 3855 639 10175 1590 12494
[1129,] 3128 8508 13547 7822 11211 7630 8642 7612 8584 12127 10836
[1130,] 8902 9453 13493 11038 11701 11892 4570 2106 12564 12512 2192
[1131,] 7575 11190 1814 4124 6680 4718 4242 2906 3260 5917 4454
[1132,] 7456 3805 10302 8756 5635 5447 6147 6342 6646 10413 4576
[1133,] 8557 4915 6387 4973 11476 9781 1599 13523 9374 11982 12904
[1134,] 9277 12758 4123 7653 8264 10829 1099 13201 1757 4022 1917
[1135,] 12266 9114 4997 3315 7442 10449 9997 4398 12537 13325 4945
[1136,] 6453 13042 2584 3094 5651 6039 6149 7340 8889 8733 6954
[1137,] 7642 10463 9413 8277 2032 8777 2382 11055 10732 4637 2937
[1138,] 3732 11066 5825 11750 5407 1774 10197 9493 5659 8196 7234
[1139,] 3456 12601 1437 8509 4204 11381 917 1221 2540 8228 918
[1140,] 9614 5561 5588 3145 4851 2905 2215 8089 11931 6557 8034
[1141,] 2697 3910 10285 8448 5300 9899 13148 12557 10190 6930 12051
[1142,] 9192 8773 12959 5643 13624 12366 7782 11408 7977 11228 9126
[1143,] 6803 12569 638 5461 2013 11297 2745 2421 12624 3792 7589
[1144,] 7403 11476 8633 11961 10687 8665 6765 3085 9531 6214 8963
[1145,] 11844 12941 10862 8033 5007 8990 7942 10183 9263 11431 10523
[1146,] 4714 2173 2877 11702 8443 5239 13301 11185 8284 10871 6440
[1147,] 8051 9107 4201 12488 12444 13271 12254 5632 10534 5354 8947
[1148,] 5350 7880 10907 9180 5783 12033 7270 7213 11379 2002 4909
[1149,] 3948 7626 7934 6663 7524 8377 1264 7435 8361 1116 2653
[1150,] 4760 6339 12491 10481 8905 6384 10952 7725 8582 6299 8042
[1151,] 3350 2791 7835 9258 7575 5464 4424 1629 637 571 8451
[1152,] 11563 11214 10208 6522 4569 10672 13366 7204 2373 10878 12580
[1153,] 787 8975 5524 644 4144 4718 5044 7240 9424 4896 3533
[1154,] 1659 7401 12477 11757 8597 12665 3732 9536 582 9268 12070
[1155,] 10399 11267 5614 12050 4894 10023 8138 12664 12930 6865 13508
[1156,] 3906 2906 2099 8209 6118 8593 4969 11607 12199 11445 8720
[1157,] 13208 13398 8101 12045 11483 9817 11570 10630 7034 10822 6292
[1158,] 6043 13167 9902 9543 8955 7070 10936 6508 7413 6325 12257
[1159,] 10576 9098 6759 10151 11071 10483 6413 10447 13134 12738 10292
[1160,] 9824 1773 2972 8489 3516 1207 12194 10489 872 10107 5380
[1161,] 9963 814 10544 2349 4754 5678 12627 2245 6182 7988 1359
[1162,] 7383 4695 10136 2766 12640 12460 10766 6708 7156 4108 4310
[1163,] 13240 8898 4484 7846 11785 11931 9646 12892 10609 6482 11571
[1164,] 3881 5421 8106 6687 11418 5933 5890 4241 11601 5989 9621
[1165,] 8147 11817 11751 7623 9755 9100 13038 10540 10432 12862 9061
[1166,] 3788 3293 9194 12744 8520 3426 11310 1448 7864 9773 13383
[1167,] 9637 12654 10221 6086 3049 11885 3150 9268 11766 7919 10724
[1168,] 11302 10144 7646 7102 9258 11291 3109 11444 1788 8973 12081
[1169,] 12909 4720 6687 5832 9808 8439 10299 7334 7658 6512 11550
[1170,] 413 5565 11586 7620 5910 4773 12247 8942 1000 3337 9027
[1171,] 8549 8530 13132 10486 8896 11772 12514 4478 12445 6552 10877
[1172,] 9214 12857 3125 8981 5637 6449 2371 13521 10207 4747 8647
[1173,] 10726 11699 12886 3481 10351 13206 10211 9587 7827 13508 11119
[1174,] 8886 1321 9835 8711 4529 1149 3643 4953 1466 495 1638
[1175,] 9857 1194 3868 1852 3750 3032 607 4221 10851 44 1634
[1176,] 3179 2353 4177 3844 6710 4576 1708 4735 11399 2758 12232
[1177,] 7265 12580 5258 10713 9329 13276 4095 5003 4342 9414 12120
[1178,] 10529 9713 8157 6703 1537 10088 12340 9772 3956 2279 11314
[1179,] 4607 1228 3859 2835 2413 806 335 4614 5819 3286 3957
[1180,] 10516 2414 4149 392 3968 6869 5056 5930 2453 6883 6652
[1181,] 10938 2641 9962 6697 5816 2100 7881 13274 8528 12163 5774
[1182,] 13297 6134 5615 9024 9346 6588 8064 12268 10521 9414 11592
[1183,] 8339 7329 2143 9954 10227 7407 11152 5887 11953 12675 9245
[1184,] 13507 9048 1474 13496 13550 11211 10399 9417 11356 11036 12136
[1185,] 2339 9720 5921 1942 9088 10065 6921 8686 10923 6630 9098
[1186,] 7268 5043 7667 12992 10191 8421 6987 8373 13502 7388 1984
[1187,] 6991 6989 8619 11283 10663 7441 9517 12872 13226 7545 13288
[1188,] 9724 11753 10054 13308 8665 5435 10789 9837 9995 13434 4021
[1189,] 10076 378 12644 9911 10937 7482 10520 12407 9684 7432 7982
[1190,] 10351 5139 8807 9998 9491 12896 8292 10049 4479 9519 9434
[1191,] 10961 9756 11767 10475 10555 11082 11516 5596 8648 6242 3709
[1192,] 11299 5664 6283 6085 10895 10845 1630 2255 12983 11543 6723
[1193,] 8243 12524 8716 13392 10788 13527 12594 6260 13161 2955 6283
[1194,] 3406 5383 4091 5041 8284 12638 6069 12382 7113 11988 12551
[1195,] 13538 10688 956 11862 6366 4970 3614 10806 6988 734 1744
[1196,] 2461 4280 1253 10738 2303 11223 11687 12520 12866 13473 7052
[1197,] 12226 12050 12025 11940 13359 10346 6820 12874 13238 12248 8125
[1198,] 8754 6939 12403 9317 12912 12919 4455 12654 8919 4513 6227
[1199,] 8977 9086 8313 13676 7599 4089 10686 3578 2896 4658 10490
[1200,] 11025 9095 12007 3008 6915 7360 11059 11081 3474 5314 9880
[1201,] 3052 11594 2588 8263 9949 13089 7321 11736 7832 9742 4781
[1202,] 2646 11093 8045 1802 842 10751 10232 11080 3660 7241 2992
[1203,] 6450 12356 6062 3792 7757 4932 5227 6717 804 3183 761
[1204,] 5162 11338 10410 4716 9680 7057 8200 12576 10985 9156 8608
[1205,] 10103 7134 12395 6083 9227 11722 3103 13394 9395 2077 5483
[1206,] 9334 12413 7744 2692 7226 12043 7132 9222 4981 7099 8726
[1207,] 4368 3547 11513 8654 4706 13398 10811 3702 9370 7094 10581
[1208,] 7860 389 13293 13122 10410 8043 3674 5219 1466 13514 10340
[1209,] 1229 11293 7642 9572 2227 1510 1183 1742 3109 4129 1706
[1210,] 6408 3846 11621 1507 10795 6540 6961 12797 12400 6617 7035
[1211,] 1151 8437 4324 9413 5279 845 2778 723 2510 3201 850
[1212,] 10655 11800 9284 13016 4011 6799 4377 13417 10952 7029 8747
[1213,] 9993 11009 3666 4233 12276 2325 4190 2308 3169 4922 8748
[1214,] 2832 980 5749 2509 12653 7623 7519 11183 12258 3969 1842
[1215,] 11138 11973 11143 2050 13307 10234 10045 5858 1157 4737 6187
[1216,] 7985 12211 10292 10312 1178 11898 9456 1577 9449 13559 7708
[1217,] 12228 8101 12385 7166 11388 11119 12053 12751 12438 7626 12318
[1218,] 11108 758 2157 3326 3211 10109 12432 5105 5638 10683 9505
[1219,] 8985 8942 13036 10987 2762 13245 3619 10845 13296 9803 11859
[1220,] 10321 9026 12851 9285 7456 5316 8341 4662 7609 12894 3080
[1221,] 1813 10747 1254 3575 12146 11563 475 3576 9087 8869 5021
[1222,] 5124 5804 1629 4488 154 882 11867 6316 9481 504 9814
[1223,] 5681 7162 5680 5284 7202 973 9973 8180 10996 1502 4224
[1224,] 7334 9673 8818 4313 4278 4981 9184 2351 710 11724 9367
[1225,] 7642 7165 4263 8235 5256 1875 11202 7470 8934 4653 7304
[1226,] 9160 12110 7633 4052 7151 12177 13412 9509 9150 1454 9629
[1227,] 3585 451 3293 668 5119 9986 9482 1084 2561 9278 2686
[1228,] 5195 10108 5404 990 9218 13358 11096 6429 3082 11431 6288
[1229,] 2528 3430 11375 4672 4516 3136 7401 11941 4776 7848 6230
[1230,] 8693 4079 12657 13676 1833 12205 10009 12788 11521 11877 7317
[1231,] 5091 7201 9464 9374 12257 10615 10074 2387 12948 8109 11336
[1232,] 6502 5628 11982 4756 358 5052 6500 9364 6905 10728 3141
[1233,] 7332 12785 12341 6238 12960 10210 3399 8156 13586 3923 5908
[1234,] 12537 11599 6780 8436 12251 9749 6539 11070 12547 8841 6243
[1235,] 1640 6874 9464 8691 2430 10850 2599 635 7002 6054 508
[1236,] 4127 12715 12631 9658 11923 1460 8733 10424 2739 13261 4731
[1237,] 9553 3627 522 2780 3614 5971 1706 8818 5742 8734 9984
[1238,] 5600 3146 13542 5532 6590 1676 3657 6387 4681 10971 3120
[1239,] 6704 10363 9844 7586 7647 11896 10213 5301 10011 12842 2174
[1240,] 9256 6777 2347 10345 1111 12692 11531 5438 8535 3452 9037
[1241,] 4386 386 10404 9093 10149 9013 6264 7240 11774 10008 8908
[1242,] 2134 8568 10866 7261 7339 9563 1823 11566 12852 10534 13350
[1243,] 10014 1038 10575 1806 2165 3716 8619 1375 1510 7194 1519
[1244,] 11287 8978 11959 6702 5098 6185 6080 12533 5036 7127 9682
[1245,] 5482 11621 2902 9203 3397 4701 803 4787 9199 7987 3263
[1246,] 13035 2359 10844 8851 8203 6617 11939 2683 7621 7322 2922
[1247,] 12209 13322 13391 11299 11891 13308 9571 8698 11907 13298 12230
[1248,] 4442 7375 5258 1221 6806 4742 2877 3206 2816 334 1511
[1249,] 236 6831 3264 5649 4142 1023 7916 561 4880 6005 12509
[1250,] 1906 1130 2484 10068 1660 8008 283 7138 5143 5958 7820
[1251,] 2760 8260 7481 8116 12877 6258 9885 8385 7493 3399 5871
[1252,] 5787 1522 4234 5189 4176 12062 4928 13194 5535 10536 8182
[1253,] 1017 5582 4132 11806 2894 10237 3356 4709 1153 7650 11034
[1254,] 3281 10572 10680 7805 7122 13011 6222 7689 10124 714 1436
[1255,] 8955 9125 10150 10885 7110 4587 7111 11563 7596 12186 4872
[1256,] 12476 11347 1388 12673 11588 9214 13085 10793 11622 3020 9743
[1257,] 13642 12846 5464 13223 11476 12949 7974 13568 8182 3896 11319
[1258,] 10375 5409 8630 11967 11902 5867 10331 12620 11894 6553 4582
[1259,] 7290 13199 8900 9523 3339 8310 1919 10905 4767 10720 12404
[1260,] 3262 8848 2140 2298 3062 1191 1658 8236 11757 992 1310
[1261,] 10816 6735 5724 10434 11619 9284 12381 12528 11660 2312 5405
[1262,] 2298 12780 1492 9589 4150 10131 12377 5645 2205 7623 5628
[1263,] 6502 9894 11880 9605 6876 12446 7134 6649 3776 10516 5963
[1264,] 1024 413 5020 2420 1216 7432 10029 4422 2656 4484 11174
[1265,] 11774 10198 4728 1777 7494 1294 10161 2296 8356 3971 5493
[1266,] 8586 806 1263 3697 7728 3804 5230 11652 4936 9156 4136
[1267,] 5750 12049 11559 8969 11300 7455 9741 9406 7425 5220 9155
[1268,] 6127 5899 6728 12134 9975 7527 10629 4673 7583 8497 5878
[1269,] 13236 12644 10648 12046 8156 6750 11058 12553 6934 11433 13202
[1270,] 10087 9864 8717 3595 8368 11929 8827 9501 2969 3620 13094
[1271,] 3789 4782 6487 8829 12365 11658 10362 3956 8762 13123 2793
[1272,] 9495 10628 13353 3614 9061 10828 13061 9900 7980 11794 12215
[1273,] 10746 6406 8270 13270 8683 9769 12969 3447 3457 12603 3995
[1274,] 3191 13168 13233 6637 7954 10824 5767 11896 9556 10236 9178
[1275,] 4775 8504 8136 4009 4827 13279 9745 4333 8780 5548 13694
[1276,] 9200 12832 9328 13496 9967 11132 9753 12053 10543 6314 12241
[1277,] 8318 12859 1916 6064 10128 1224 4963 11125 11609 12788 12514
[1278,] 3698 3041 1915 11369 5128 835 633 11116 13166 5880 1677
[1279,] 3597 6747 377 2856 963 3910 4252 3022 5128 3184 1967
[1280,] 5603 10381 11208 6561 11060 12677 3742 6894 10402 9267 12590
[1281,] 502 1580 750 638 66 10744 4659 6001 890 1153 2640
[1282,] 4386 6438 10915 13018 3488 7998 5360 11045 6024 4817 6475
[1283,] 3823 12478 6689 11884 12687 9533 12574 10378 5335 13522 10220
[1284,] 8489 5294 5891 12549 13020 5592 11466 9785 9822 6538 10071
[1285,] 6153 8223 2198 4361 6415 2405 5479 4797 6129 3798 7603
[1286,] 1909 11200 10198 8326 4383 9922 9972 5892 4017 10036 1752
[1287,] 12676 13047 12432 6450 12943 7190 13230 3575 10788 12371 13581
[1288,] 8416 10497 11412 6237 7068 7604 9138 4603 8232 7984 2122
[1289,] 1886 2570 658 1320 9426 442 1391 2005 251 3298 412
[1290,] 1424 998 2644 6217 4238 3257 3370 1437 8924 7747 2241
[1291,] 668 1635 10153 5910 8061 11129 11510 12987 9676 7332 10801
[1292,] 12661 10879 9565 10095 6964 2548 5992 7384 8817 7638 9236
[1293,] 5651 2528 5725 2067 899 797 1792 8583 10059 7857 3819
[1294,] 5627 8235 4676 10808 2018 7660 11705 3967 13556 10624 8323
[1295,] 5492 12811 7957 4764 12155 13558 8328 5967 11002 10903 12051
[1296,] 11538 2964 6911 2383 2058 9813 11710 5320 11623 3842 5301
[1297,] 9348 13036 7700 3144 13424 4981 8952 12613 13366 6573 8992
[1298,] 9159 12526 1795 12566 12023 13121 12325 8185 10166 8900 5165
[1299,] 5565 6685 13143 7709 12166 12434 10855 13396 8042 5196 4984
[1300,] 9157 10099 12823 8901 5945 12814 8690 12217 7658 13148 8965
[1301,] 9990 7568 7326 3426 8842 7956 10169 1088 5138 8127 2697
[1302,] 1120 4262 8247 12240 4639 4361 5441 7835 705 3474 5054
[1303,] 7257 971 2851 8111 7279 2533 6023 2261 1387 2554 8253
[1304,] 4132 10481 12242 10622 10893 13182 8936 9670 13315 12447 13661
[1305,] 6124 1476 9980 8085 12077 13518 8006 8837 1391 9413 5931
[1306,] 11645 6981 12486 11279 11852 7416 8704 7901 13076 5508 12681
[1307,] 8378 13094 12123 11696 12929 7938 13303 5702 10171 9142 4330
[1308,] 11849 2673 4540 7635 8356 4806 7874 10036 8692 10264 3556
[1309,] 7376 2745 391 13257 7379 8679 7453 7270 635 6413 2231
[1310,] 2441 2645 7774 7194 3142 2637 9863 12150 9791 8660 3860
[1311,] 7777 9598 7326 11720 10505 6823 10799 9861 12690 12791 8770
[1312,] 633 7095 6616 2906 10763 8567 6773 8093 8730 7680 1428
[1313,] 7315 2379 13151 12235 5530 6499 6449 2802 2003 11142 8450
[1314,] 1326 9733 4084 3614 2234 3070 692 1334 3210 476 1928
[1315,] 5521 9958 11182 11842 3554 11503 6601 4967 3285 11564 5585
[1316,] 1440 1895 11038 13128 4885 12682 8847 10399 10035 7538 3747
[1317,] 1774 5664 6659 13484 4600 1510 1183 1976 11084 3119 1921
[1318,] 6043 9559 11322 8884 9313 13284 11958 11509 11250 2527 5951
[1319,] 12676 13313 7947 13150 2492 8264 12456 10965 10174 9161 7670
[1320,] 3115 11066 12172 3471 9482 2505 10208 1667 11117 5127 11436
[1321,] 8206 7979 6461 7821 9780 8424 2167 11744 6295 1797 12167
[1322,] 7394 325 5218 2558 3716 4039 2881 4859 1364 1780 10676
[1323,] 6698 13013 13143 10298 4714 6914 594 891 10849 331 6254
[1324,] 3184 12102 7176 3932 4592 7889 11192 3364 4950 1462 3229
[1325,] 10935 1704 12735 8569 11281 4781 6766 3357 5375 9432 4731
[1326,] 10871 9771 5558 11859 3822 13259 4134 2101 1606 12296 10192
[1327,] 10781 11327 9756 13142 7668 10940 13151 11652 6867 11416 6094
[1328,] 10494 8804 9557 12852 8184 9284 7107 6803 10116 12059 3690
[1329,] 9418 10446 11876 12163 11568 9608 7348 4346 13116 8647 13572
[1330,] 629 1710 9753 7634 6384 4050 1893 3107 2227 1436 1527
[1331,] 1030 10047 8608 13371 11892 4164 13264 13623 8555 12567 7875
[1332,] 8607 7279 13167 12638 12088 11846 9068 11182 7139 9994 13209
[1333,] 8631 1745 7757 8992 10885 7117 13078 2423 12159 5794 3213
[1334,] 11737 10252 13046 11698 7484 6302 13353 4632 12630 9142 12941
[1335,] 11820 10108 11254 11366 12492 13177 4798 12685 9275 12418 9593
[1336,] 8401 2388 5077 9392 5358 9581 12441 2615 11692 9027 3357
[1337,] 9720 4945 689 7336 9706 11269 9036 10262 10703 6671 7197
[1338,] 3491 3167 2014 12355 468 173 1385 929 9471 5166 826
[1339,] 1644 5850 13287 6413 6737 7668 12109 9026 12536 12365 12842
[1340,] 5372 4749 9697 11521 1868 9730 8232 7472 4614 1952 9358
[1341,] 4366 6414 2403 7462 2642 8804 4475 2620 8999 1964 2311
[1342,] 12950 12156 3540 12950 10157 3369 8812 10315 13102 9542 13477
[1343,] 8401 3041 6799 13098 12954 5417 13114 2296 10831 10674 4003
[1344,] 12228 1800 9637 8624 12822 8246 8105 12064 7146 4083 1400
[1345,] 7590 4586 2336 4044 4034 2943 5224 7202 11765 7144 1174
[1346,] 12478 6066 4739 6487 9596 10659 13307 2305 5866 9136 4327
[1347,] 8060 6125 2752 5128 12525 5354 5923 10830 4530 10443 8057
[1348,] 10516 7526 8163 5054 8240 6760 7151 1276 4122 2106 1967
[1349,] 4457 11061 7517 12338 5265 4731 9393 4121 4680 3246 1086
[1350,] 11646 6360 12205 5894 12983 11607 12913 7623 4649 5523 3809
[1351,] 4775 2449 13416 4885 8955 3805 8905 11352 2613 8447 12702
[1352,] 10234 12024 7557 13411 11785 7599 6155 8484 13467 5478 12661
[1353,] 4422 11885 13364 566 10432 2288 4500 1324 6009 8161 4341
[1354,] 10463 3596 3566 2644 2321 1464 4776 1456 1008 850 10230
[1355,] 10165 9060 10593 12928 11818 12142 8681 10561 8488 4264 8967
[1356,] 13387 12244 8121 6859 10585 12579 6803 2511 12774 4516 13028
[1357,] 13081 12265 12531 12982 10843 12943 10571 7795 9304 10780 6349
[1358,] 13104 9396 11127 8332 3178 1655 2551 7041 3708 10629 11742
[1359,] 4096 4401 4377 336 1927 7013 4167 2442 11586 3095 8607
[1360,] 10884 8300 11024 9748 12512 12467 11524 9378 8646 7291 13602
[1361,] 8388 5167 9372 13298 3340 1157 12153 5913 3748 7807 2265
[1362,] 3813 2302 11311 2135 1111 13446 5807 8763 9594 4301 2835
[1363,] 7433 12008 1855 7846 10579 2581 6740 13093 8479 1802 8006
[1364,] 4147 8714 10616 838 7062 7023 4809 2518 10233 4011 9599
[1365,] 10608 4254 7250 3294 11660 5501 7422 4401 12364 11093 4912
[1366,] 4760 5248 5905 3815 10600 6364 9554 11297 6556 3533 3822
[1367,] 1011 12632 4006 9121 9048 6481 9913 12417 12000 11259 9271
[1368,] 9489 13003 5363 1499 8088 7023 1507 7528 12134 6857 10900
[1369,] 1742 1065 10004 2938 4108 10553 8944 3853 10860 12253 5976
[1370,] 1241 2421 8529 3140 2252 12664 10870 8250 11126 1174 294
[1371,] 5440 949 11175 6463 4743 7780 1980 12859 9970 4695 3942
[1372,] 1873 13387 4066 2831 2068 13041 6618 9849 3873 2350 1227
[1373,] 11300 11582 7637 12617 10132 5684 3313 11822 5089 5827 7828
[1374,] 1595 4112 7383 9113 9458 1872 468 8042 5677 9740 7304
[1375,] 879 6837 12788 5270 1660 10154 3987 10844 12612 10022 3331
[1376,] 9276 2413 12590 3964 3001 11156 4043 11616 3193 2099 3463
[1377,] 12446 1653 10172 4358 9664 6647 7485 10215 5466 11121 8539
[1378,] 3022 7719 3401 2436 6348 5243 12133 10083 6692 4653 6051
[1379,] 8152 4241 9854 13368 12699 3309 8686 12715 6314 12171 6869
[1380,] 12930 12611 9862 11941 10713 5353 7773 13367 2797 10457 7920
[1381,] 7067 3219 5985 8802 11300 3299 2210 5430 5248 1877 5715
[1382,] 6182 12880 8331 8344 5329 4278 1270 12972 4005 8082 2463
[1383,] 13266 5870 6353 13180 13605 3564 6957 10311 11205 6370 13032
[1384,] 5670 11396 12394 4094 5762 3976 4184 1964 12490 4624 616
[1385,] 5255 9048 6566 8131 3892 1983 10467 10205 3614 8624 9889
[1386,] 8272 9995 7577 11203 13545 5185 12729 9379 12776 10416 13031
[1387,] 9352 10445 4933 8108 7283 8608 9777 4387 12362 5334 9938
[1388,] 12117 9385 3813 5420 3561 6756 11837 8255 12635 1577 4191
[1389,] 6000 13257 5482 10587 5137 6344 12766 12873 9765 13399 12154
[1390,] 7628 9897 10501 9546 13456 13231 10045 2086 10566 4479 11816
[1391,] 753 8693 2003 1318 1162 4936 2791 3144 4787 1690 7273
[1392,] 5705 5704 1242 1420 640 5058 1413 4959 206 764 5460
[1393,] 10240 8763 5262 4255 12461 3896 3244 5631 7803 7683 4560
[1394,] 10800 13018 11710 7765 11170 13405 7338 11593 5804 10712 6243
[1395,] 5629 10292 2893 9298 12655 6550 10778 12507 12079 10646 8448
[1396,] 12490 2722 4824 3488 3408 2997 12500 2794 7326 9256 7744
[1397,] 10480 2242 2746 3135 5167 9833 11080 9125 7060 10841 5236
[1398,] 12084 10688 8945 13653 12596 12763 8456 11493 10977 12481 4221
[1399,] 5256 7228 7161 6172 6267 5532 7101 3638 11943 10503 13563
[1400,] 6590 1620 10787 13299 11667 2653 12817 12741 4668 5683 13172
[1401,] 5936 7002 8259 7245 9025 11694 7298 7777 8621 7456 12328
[1402,] 2294 11356 3761 1997 9447 12041 866 6871 8215 1109 7676
[1403,] 4831 12507 6668 9781 7018 9568 11556 8498 11003 12411 10498
[1404,] 12637 11650 3236 9047 10190 8613 7023 11514 9816 6531 3669
[1405,] 7223 7985 5339 3999 12975 12511 9706 2262 8555 6291 8951
[1406,] 9596 1546 11454 1616 5170 954 9863 13045 9792 9685 7184
[1407,] 6771 10623 1811 2642 10310 10211 5258 12511 8034 3701 3122
[1408,] 2874 2423 1796 6184 722 4102 2251 2915 826 1536 3279
[1409,] 717 3702 11975 12145 1991 7577 460 2798 1486 4487 2264
[1410,] 4163 8716 13430 2797 6111 8172 9880 839 1280 7081 3206
[1411,] 10966 13356 12956 11883 10683 10329 10400 7916 12112 7583 10220
[1412,] 8475 3148 13190 6574 5536 2402 8556 728 9464 3254 4392
[1413,] 13574 12441 7160 12578 6250 8206 12039 8058 7064 10027 13482
[1414,] 10660 5537 2961 3215 6152 12753 9171 8621 2265 3805 10610
[1415,] 8310 11496 8069 10666 4827 9477 3016 10661 5511 1974 10810
[1416,] 6516 782 5047 5737 5506 3182 5469 2588 3818 415 270
[1417,] 9220 12622 8241 5208 4853 6338 9117 1977 11942 5422 7104
[1418,] 3553 6584 2663 7811 2014 2970 6423 6369 5763 3699 6085
[1419,] 3052 6481 7384 8327 7046 1872 4266 6978 6800 10628 9280
[1420,] 7105 5814 12733 12861 11238 13615 11447 8703 12325 6303 6910
[1421,] 8737 11056 7730 13021 7358 390 8988 3806 13538 4910 7626
[1422,] 9108 4782 10589 11279 12985 12524 6793 3349 13033 13398 7975
[1423,] 13613 5324 11392 13057 911 9610 3621 6688 4489 2637 13163
[1424,] 6789 11691 6952 8508 7603 8039 6685 9587 11539 13373 12882
[1425,] 4822 11243 12005 3715 7891 10784 10929 12891 5714 12257 13276
[1426,] 1207 6176 5269 3098 10247 9795 7081 10473 5851 9048 4227
[1427,] 2602 9493 295 10274 5601 11913 5665 3254 3322 7204 13245
[1428,] 7798 10175 9422 4397 5720 11350 7595 1062 5121 6945 8886
[1429,] 4295 7168 9806 12179 5557 9917 6301 12557 6013 6914 5340
[1430,] 6174 11613 6851 8344 7431 9582 3447 5017 7230 2950 844
[1431,] 13563 9116 13401 13203 10831 7729 11940 12927 13263 12923 11751
[1432,] 3217 10417 11865 9846 9038 12582 7056 9815 9775 6564 5697
[1433,] 11471 223 9471 12345 6309 2815 549 1662 4589 11571 707
[1434,] 4687 3756 11638 8357 8469 7381 3499 6243 8620 8473 12385
[1435,] 7504 12347 5895 12604 5012 5973 5217 12680 9275 3761 11954
[1436,] 13519 11128 10054 12207 11568 13341 10559 9123 13548 11859 9261
[1437,] 9828 2531 7924 12829 6566 10230 13137 8650 7116 6050 7658
[1438,] 6856 6755 10296 11760 7414 1541 9456 10821 10387 12847 9868
[1439,] 10725 11075 12169 4485 5605 11896 9431 5220 7923 11571 2315
[1440,] 8262 13230 12615 3910 10006 6491 13450 9512 7041 3743 12924
[1441,] 3840 10546 4396 4939 12501 1325 12000 10397 3849 2848 2363
[1442,] 4165 2414 1263 3970 3003 5786 7168 1085 9426 3902 1971
[1443,] 11019 10443 9138 4924 12515 6360 6872 11886 8478 9364 13090
[1444,] 10866 12212 4833 3488 2045 13373 9485 8022 4234 7212 7743
[1445,] 1997 2582 9741 4790 6770 8315 1796 10277 1156 10706 2941
[1446,] 5474 12897 12585 11580 11623 11350 10659 10163 5909 8085 2455
[1447,] 12707 8708 11236 6864 12475 4794 11926 6593 8747 2675 10237
[1448,] 9243 9986 3303 3797 11324 5205 13323 13539 6297 2481 12111
[1449,] 343 3547 632 4585 2410 517 1954 2889 328 734 2439
[1450,] 11790 7406 13541 10275 9585 1183 7672 9090 471 8267 8518
[1451,] 10281 10722 11044 4172 10798 11964 10550 12632 13260 9694 12143
[1452,] 8464 9942 12441 9229 13670 8214 2564 10053 4992 4085 5349
[1453,] 3341 10501 11865 10147 3508 1939 7569 13048 8911 5716 1653
[1454,] 3050 11199 11419 7253 11568 5264 7086 12026 6077 3910 11038
[1455,] 3954 6520 2183 7661 3293 6123 4519 3978 5785 7844 8478
[1456,] 11010 2387 11250 4985 10854 11718 3123 2545 6106 3735 8595
[1457,] 3470 9501 5220 10286 11108 12674 12218 12544 13498 12526 11428
[1458,] 5393 2132 1904 9180 3720 8777 7266 4215 6685 3611 2157
[1459,] 9345 6110 2551 11468 10946 13278 8884 1424 12447 9623 12128
[1460,] 7268 10239 4234 8116 10971 2420 12054 5088 13349 7393 5874
[1461,] 2664 498 3256 820 2664 324 288 1026 11878 3500 1640
[1462,] 6124 8295 6714 11464 7336 8638 6152 5095 9820 9412 11023
[1463,] 1908 10315 2169 2394 8466 8706 12163 12501 6703 9728 8469
[1464,] 4289 1769 4654 6278 1868 10899 5255 1721 4653 6762 4913
[1465,] 7553 1694 785 6900 6881 1182 8943 1246 3750 12253 4859
[1466,] 3957 6059 7179 11629 4271 9531 5515 13143 8916 9721 12863
[1467,] 8424 4755 4279 6363 8781 1254 8352 10383 13405 10683 11101
[1468,] 11335 11776 6199 12088 11508 13590 5127 4530 8231 11988 13593
[1469,] 9718 2918 9425 10057 3913 4520 2377 12151 4862 9936 8314
[1470,] 11678 8912 11322 5675 6253 8168 9644 3634 3485 2526 2861
[1471,] 10040 7889 6107 597 6736 3132 3412 3587 5485 10344 4049
[1472,] 11640 2458 12961 7727 8002 10810 8812 12310 2693 8376 11642
[1473,] 7703 13304 2174 4407 13532 10936 6529 12045 11055 4954 6180
[1474,] 11773 5426 7931 11695 13325 3877 12156 8534 9175 12061 7665
[1475,] 8869 7356 9432 2474 12275 11353 10812 10170 9232 12044 13597
[1476,] 5857 7160 9727 6228 11425 8597 2547 2829 6995 2999 5306
[1477,] 12302 12845 8612 7996 8108 10598 9686 2365 12144 3761 13395
[1478,] 7361 5460 10107 4694 11080 7180 7579 8919 5094 7119 10719
[1479,] 10202 1704 11586 4534 1017 1462 10282 10354 626 9432 10110
[1480,] 5168 8515 5888 12446 9144 4453 5771 12703 9742 1952 5642
[1481,] 4921 494 2274 1591 2112 11509 3668 5869 679 4160 2163
[1482,] 8308 4733 5001 10666 6845 11602 7054 6625 8784 8618 10774
[1483,] 502 444 3294 133 678 8050 2088 10993 914 3232 2637
[1484,] 8497 12717 9543 2635 9141 12990 11481 10434 2174 4519 10229
[1485,] 8350 10278 9625 12127 5166 5194 3887 2762 8164 13352 13210
[1486,] 1235 3128 12169 411 5970 10723 1413 9886 2499 3191 390
[1487,] 2951 5551 3611 9657 13383 4771 7764 12050 9718 12872 6966
[1488,] 3956 10771 5091 11108 2492 6065 8513 10810 2429 3130 5500
[1489,] 9008 9226 11045 12216 12056 13358 9017 7549 12269 5931 12019
[1490,] 13472 10702 11603 7982 10212 13216 11524 8471 11305 12654 7975
[1491,] 13146 1562 2260 2567 5504 648 3636 7588 1847 8244 9409
[1492,] 4282 7908 945 3762 603 10104 1839 3286 2937 1432 1576
[1493,] 13027 2732 3306 5867 10605 11229 10331 4489 12391 7559 12180
[1494,] 7347 2819 5280 6363 6313 2439 6426 1699 3714 631 2171
[1495,] 6061 8647 7184 11806 11770 12393 9871 11363 6425 1243 6806
[1496,] 7417 689 9403 5956 4085 6532 3214 12032 2806 1228 11699
[1497,] 13005 10586 12519 12861 12784 12997 10984 12340 5284 12150 12730
[1498,] 1528 5017 9594 6963 5133 6295 10373 13333 7681 10414 5764
[1499,] 12865 10241 11110 12166 9492 8752 10649 9574 13293 12728 9432
[1500,] 11509 7151 9790 2349 8297 7949 1853 1059 12285 4809 1297
[1501,] 5516 7776 8555 461 9417 3917 7587 2000 9431 4832 7795
[1502,] 2906 7493 2306 9688 5850 4544 6774 1824 3421 3447 1428
[1503,] 4421 12662 8368 6523 7636 9868 10788 9870 1214 13630 12946
[1504,] 12389 10864 6491 10680 11395 10517 11682 1725 7726 10519 7945
[1505,] 667 4730 8409 4811 10761 11135 1483 3668 8633 5247 9913
[1506,] 3473 4131 10557 7561 8646 9038 5611 2927 9483 9220 7849
[1507,] 8150 13424 7025 5559 11189 7063 8682 8713 6333 11007 6928
[1508,] 8905 2583 6987 9447 2041 11517 4682 9101 9015 8221 3157
[1509,] 7060 12614 7059 3992 9025 10385 8035 7779 12729 6344 6833
[1510,] 3315 10945 6514 9854 13071 12904 8981 10702 11420 11298 5895
[1511,] 5658 9851 11955 4699 3397 13258 12386 7074 1784 3124 7611
[1512,] 13384 6846 11608 2774 7297 7025 4175 12557 13309 5992 8607
[1513,] 9350 6383 4926 7113 12078 10395 5961 9755 9788 5526 10048
[1514,] 3288 1512 7995 4277 4746 7748 5450 9351 692 1930 3124
[1515,] 2201 12611 7182 8070 11391 7579 6000 9799 9827 1366 2811
[1516,] 7358 7609 10126 5714 3284 7180 7511 2625 1263 6080 4426
[1517,] 854 13340 12678 6486 4418 8709 12476 4062 8108 10883 11873
[1518,] 6300 12007 6460 3810 11225 7647 9027 3074 7737 12912 3566
[1519,] 3197 8799 9543 8857 12010 3780 3277 11001 11401 1990 7202
[1520,] 1487 6663 10827 1425 5346 10977 10770 8012 7108 5083 4008
[1521,] 11588 6954 7588 12479 12715 12467 12886 11085 9509 13094 6966
[1522,] 10626 2510 9235 12817 8702 12749 12188 13516 5797 6788 12465
[1523,] 72 6547 2449 2671 2518 1630 6661 8931 1842 5199 537
[1524,] 10791 5622 9411 4744 2801 11491 1210 5837 2234 7752 9351
[1525,] 10778 1134 5212 1676 3072 4716 831 412 1818 1511 2684
[1526,] 741 4603 722 4372 11743 8264 10093 9238 10174 7113 12548
[1527,] 10636 844 12549 8712 3442 10238 13224 294 2659 12220 11191
[1528,] 7418 3509 10254 4715 4631 7098 7255 12069 3793 10560 6014
[1529,] 12966 4034 13280 8116 12458 10296 6031 10402 10126 6663 1400
[1530,] 2639 9492 8029 1224 8727 13373 11397 6442 5151 13078 2627
[1531,] 9073 11103 9305 3481 816 12333 8622 10064 5213 12105 7748
[1532,] 12583 11563 8688 4951 9086 2493 11044 6161 3841 10811 6283
[1533,] 9974 12810 6324 1677 584 3086 3434 4943 6054 8100 1222
[1534,] 5165 3796 1041 6936 4612 617 1731 778 8868 12926 3879
[1535,] 10835 9235 5265 4006 1553 6845 9067 11611 7134 13038 7582
[1536,] 8001 3411 757 1812 3672 3957 3743 1224 2827 490 406
[1537,] 7816 12907 1998 5488 2441 11897 11406 7144 8400 10133 3507
[1538,] 13519 11160 7241 5254 7352 12612 1224 11048 13553 4705 10276
[1539,] 3908 8196 12057 8081 10887 12555 5036 9518 11734 5887 7771
[1540,] 1996 2598 2295 3770 2640 3185 4674 3013 4266 6210 8854
[1541,] 12585 6630 12941 13639 6910 11428 10938 6760 8644 10254 12701
[1542,] 8908 7839 1437 1309 5291 1063 6645 12013 10378 6139 11471
[1543,] 52 3534 2102 578 24 82 448 648 198 288 288
[1544,] 13383 9800 12836 4717 9100 11410 7934 5642 12588 5994 12488
[1545,] 1720 4124 3678 641 3599 3671 7285 393 3250 2991 8617
[1546,] 4062 858 5870 7715 7497 5161 11864 10988 10376 9204 13244
[1547,] 4940 6396 10666 4048 8028 4244 10500 4304 6604 12252 8151
[1548,] 3259 6672 7425 5755 8053 2120 9040 10924 10891 11270 10880
[1549,] 3878 9169 3912 2155 3944 6417 647 11977 2298 7916 5215
[1550,] 13558 9045 13159 13513 12749 11211 13065 11748 11900 11164 10756
[1551,] 4373 6103 6161 4364 13447 295 5488 1888 4055 3794 12025
[1552,] 9366 8938 9741 11169 1798 11465 1838 12445 10069 2807 9441
[1553,] 1792 6797 6833 9589 806 12737 5339 3586 6518 9455 10467
[1554,] 3730 5446 4325 1318 1712 4937 2067 8543 1356 4236 820
[1555,] 12199 5889 5993 13170 12311 11064 12771 13113 8604 11612 8123
[1556,] 8811 12153 6858 8298 11043 8937 9991 6434 13494 11451 10723
[1557,] 781 2004 1505 11944 4973 3504 9597 10239 9850 5502 3557
[1558,] 3332 8382 453 11530 10967 7659 7070 12801 11414 12320 11020
[1559,] 1822 4995 2900 4425 10347 11888 9336 7062 4019 11469 10644
[1560,] 8938 9457 13450 12339 11059 8401 10173 7518 743 9258 8507
[1561,] 10118 2307 7024 12496 11309 11643 9619 4299 7371 5386 9947
[1562,] 7704 13460 11144 11846 12201 13562 3588 8592 4776 10730 13386
[1563,] 2230 5059 7675 6131 4638 5379 6152 8387 2766 4357 3791
[1564,] 11596 12297 12631 13193 12387 10769 11426 13422 7391 6232 3559
[1565,] 1568 7718 4517 8141 13387 3317 9752 9189 10549 2510 7941
[1566,] 12554 6876 6298 2002 4570 8361 9989 9336 6088 9200 6503
[1567,] 12682 7838 6341 1815 6464 11513 10854 10196 7307 11566 4429
[1568,] 9425 10232 412 5316 8833 5246 3621 8493 10774 8774 9576
[1569,] 4709 3848 7762 605 6854 9444 5913 1092 3594 3617 9989
[1570,] 8348 2690 5556 4609 424 2910 390 12115 3997 5061 2398
[1571,] 11627 6895 9863 10457 8867 6361 12740 6493 7385 4251 9902
[1572,] 10857 2722 8054 3556 4436 1573 10854 3809 6222 13561 3510
[1573,] 8743 4443 4637 2435 4402 10135 9184 8606 2732 12207 12817
[1574,] 4910 10890 12622 3904 2921 3580 10297 9888 9847 9670 8947
[1575,] 4190 11515 7771 4016 9167 4481 9865 11205 8789 9408 10231
[1576,] 5550 2622 5817 3747 1396 1081 3749 5996 9473 1744 1326
[1577,] 6013 6831 6385 3693 2195 7009 7933 7402 4891 3997 9598
[1578,] 1253 6077 391 3277 3201 1941 7311 5205 1531 2767 2171
[1579,] 9609 10028 6491 2914 6901 11209 3016 3111 6318 7355 6822
[1580,] 4269 6133 10434 11547 9693 8744 10650 8352 3577 9524 10362
[1581,] 12589 5399 9853 13184 11819 9144 13333 10635 11820 13113 2037
[1582,] 10682 12137 10482 9372 6581 3678 12869 9262 10186 13355 12971
[1583,] 12527 11594 8855 12176 12004 6799 11207 9017 12163 8081 1211
[1584,] 8883 3500 10569 9581 2162 3037 4623 2746 6917 1775 1520
[1585,] 4491 2256 5812 3482 2579 495 10181 5226 1575 3247 6078
[1586,] 10051 6956 10314 8806 12704 6251 4778 12195 7545 4421 10743
[1587,] 8753 12502 3412 13423 7382 12239 6438 9579 4607 5478 9398
[1588,] 12802 12107 11015 3107 2030 6717 4196 11211 12862 8730 5901
[1589,] 12234 3821 9565 8222 8807 7600 11694 12416 12845 4597 8213
[1590,] 1030 13324 6490 9777 5981 8611 5863 13241 9241 6856 11937
[1591,] 3914 1298 7084 7690 2199 13009 8016 11440 4950 6020 3224
[1592,] 11823 9090 3322 6864 13195 11203 13261 11085 10485 13261 11597
[1593,] 6657 8814 417 350 2009 2995 527 2924 3988 1102 5412
[1594,] 7942 9431 10930 10887 7369 8997 9926 8133 4870 2986 7628
[1595,] 10541 4557 121 2801 872 1049 140 3763 93 1097 89
[1596,] 7991 6298 4306 6559 753 4734 3731 6435 9492 10132 6083
[1597,] 10125 9540 13115 13655 6913 12822 11904 8693 7540 12882 11634
[1598,] 6754 3761 12417 4302 11665 5635 8404 4137 3666 614 11796
[1599,] 12539 7292 12678 12327 13645 9772 12490 9617 13534 7050 11878
[1600,] 5843 7620 3138 7683 9947 9366 3082 7761 3764 398 2122
[1601,] 12315 7641 4201 1860 4820 3777 11934 6342 6820 12944 12627
[1602,] 13327 749 10105 2757 1846 7322 1947 3460 2381 4058 1727
[1603,] 12825 13347 10456 10232 11660 11200 12427 6412 11629 5850 9388
[1604,] 13309 4266 6132 10935 13324 7668 8358 13377 12537 11917 12863
[1605,] 2977 11130 12972 9808 10020 9539 13075 13136 11296 12693 4754
[1606,] 8224 8018 12352 3837 11860 4139 10285 13065 1063 12626 3563
[1607,] 5026 6259 4015 10140 10303 5265 10785 7967 12509 13548 4033
[1608,] 13053 13214 12032 13179 13208 8829 5892 8554 2725 8456 10108
[1609,] 4058 9697 12571 2762 2518 6247 4620 886 4244 1774 831
[1610,] 13105 4875 4761 10119 11739 10563 6495 10457 6757 6753 9385
[1611,] 11664 11541 4258 13400 10074 3261 12332 12878 3846 11430 12482
[1612,] 12566 8940 8912 9619 11683 5104 8374 10050 6885 4734 8462
[1613,] 7171 10136 10611 11400 7139 10428 6097 283 4068 2862 3441
[1614,] 11533 4541 10500 12389 9713 13594 12865 921 10066 411 4933
[1615,] 12730 6337 10616 11991 9174 4567 9586 11343 12744 10264 10820
[1616,] 7337 6939 10467 6434 7829 7413 4516 8491 12535 10689 13381
[1617,] 12712 6777 3106 4567 2155 9170 6889 3348 943 5394 9055
[1618,] 12887 6268 10930 12254 9660 8848 13366 9332 12916 8862 11913
[1619,] 13358 4196 4862 10456 12377 583 11471 9762 9031 8577 10223
[1620,] 9477 10861 5888 3848 12726 7629 13059 4229 11225 2481 9902
[1621,] 4218 11576 8600 7091 5988 7884 9888 6431 11693 10780 5213
[1622,] 7909 1080 7267 9313 7657 5650 6474 7840 2896 7806 5062
[1623,] 3783 378 10023 3230 1977 12189 2388 3620 5485 5465 615
[1624,] 4810 8768 12311 1632 13093 8345 5253 5734 10258 8996 3834
[1625,] 4610 1216 2462 1285 5507 3128 2854 542 1355 3295 3528
[1626,] 11117 12074 2388 9329 11601 8560 9198 10765 10794 11944 10433
[1627,] 2234 11355 5428 5733 7224 2972 8110 1970 13495 7099 6638
[1628,] 7263 10719 1327 1064 12879 9210 5992 5088 10708 5567 5874
[1629,] 10699 1239 9833 13142 4715 6117 353 12018 1636 3302 3959
[1630,] 8000 3397 988 3733 4209 715 4609 3250 6222 306 2529
[1631,] 1234 5512 318 74 173 6940 590 317 1904 135 353
[1632,] 3375 3242 11884 3296 6570 10542 13342 12035 6523 6452 8495
[1633,] 4601 3521 1641 1420 1071 5144 5699 13398 887 491 3424
[1634,] 6138 9250 5097 4170 4267 5401 4363 8905 2441 6915 4208
[1635,] 12348 10270 9588 8876 5151 9714 12506 12030 2003 10265 4590
[1636,] 8882 2271 8033 12803 6495 8019 5636 4615 10846 491 3135
[1637,] 3350 5852 7835 13289 13639 7671 6443 12653 11501 13325 7250
[1638,] 7245 4494 11930 2700 13571 10087 11619 4748 5954 7125 13283
[1639,] 11638 11373 9963 2120 8356 12861 11523 9773 5324 8360 7976
[1640,] 5709 12916 9025 8534 8637 13489 10860 10514 10361 12504 8920
[1641,] 10840 10324 2481 5439 10467 11887 4332 9327 2351 7017 13520
[1642,] 6111 7925 3581 11785 8421 8245 11159 11181 10937 6039 11999
[1643,] 4632 4070 1909 6146 1092 7357 2387 8035 4386 5317 8948
[1644,] 6171 5847 6750 13039 3313 11588 6433 8411 11458 12982 2169
[1645,] 12629 9341 6695 12962 5147 6414 11574 10410 11008 5880 9614
[1646,] 688 5871 7577 8807 7944 7356 12727 11091 6271 12541 11595
[1647,] 3561 7537 8369 13115 11718 12968 5555 10688 11751 12432 10723
[1648,] 2462 5722 4987 5775 6701 3860 8212 11034 7994 3634 1506
[1649,] 5012 7504 9256 7443 10423 4447 6394 5692 6811 13545 12362
[1650,] 12662 11414 9732 6240 9471 5404 2534 5766 8999 10633 6206
[1651,] 2682 10295 12780 4256 8830 2722 12066 9364 12507 9832 2348
[1652,] 970 8481 10575 11065 4341 1772 9461 5862 6785 187 11223
[1653,] 11836 9707 11006 2151 6718 11942 7249 6343 9851 10593 3873
[1654,] 1558 2880 5518 8924 2983 2015 3876 4829 8124 3759 6272
[1655,] 12736 9928 7145 6674 4139 2894 11580 5440 4927 4993 4140
[1656,] 6370 9327 8688 8082 10186 9632 3877 5033 13451 9690 3754
[1657,] 8553 5758 3382 1522 2311 8120 1651 11824 4120 6969 8621
[1658,] 10384 10213 7685 10587 12520 4542 11521 13654 10471 10318 3754
[1659,] 10186 12987 4404 4704 11490 4841 9095 10397 7212 1608 13399
[1660,] 8393 11007 9710 11641 10289 12111 4441 6170 12495 13547 11147
[1661,] 8244 9691 9882 9519 3977 13380 10432 10613 11672 3080 9594
[1662,] 854 6060 11721 13445 5585 7783 11356 6363 10874 1421 9557
[1663,] 5926 11145 9961 10628 7065 9593 11109 6794 7782 12317 10980
[1664,] 7885 10057 7820 13533 13525 9767 9998 10457 6402 10346 10329
[1665,] 9851 2267 13538 13122 2553 5804 8569 6297 13543 11569 12977
[1666,] 157 8428 12695 11743 8524 1793 5591 2321 3647 5125 8519
[1667,] 12732 5251 9065 9648 12680 11167 13255 12933 13021 9352 7918
[1668,] 6793 3417 538 6642 6521 8291 2854 6737 1467 6174 3011
[1669,] 2404 4919 6624 1009 9259 2025 1104 3911 9428 10011 899
[1670,] 9567 7130 7622 12072 3949 11832 2283 8630 1793 8931 12079
[1671,] 8250 8898 7770 4916 9355 8089 12571 7356 12402 5594 2862
[1672,] 1728 1270 7800 3727 5056 2872 1761 635 348 1629 887
[1673,] 11730 2459 10467 5369 4269 8245 12431 12219 10773 7773 11157
[1674,] 8774 7267 8816 10908 11738 6599 13099 1637 2778 6467 11191
[1675,] 13530 2024 9683 12285 8788 12239 13108 5842 9946 4488 12407
[1676,] 8930 8757 10572 9566 3538 1642 4606 7600 3370 4232 2556
[1677,] 12564 12362 11377 4671 8613 3136 10729 3437 10559 12594 4049
[1678,] 8360 6406 9215 1662 1797 8628 2490 3545 4477 10362 2987
[1679,] 3164 8310 4939 13170 11889 11234 11183 9763 8606 10289 12281
[1680,] 10929 8231 7851 9306 11743 9619 13117 11992 6740 6711 11203
[1681,] 12577 10546 11004 8605 13610 9103 12259 9481 2171 388 7866
[1682,] 7991 11717 9842 8545 11109 12323 10232 6000 7355 12828 6717
[1683,] 5836 12518 10330 8032 7032 7545 11569 12877 7058 7876 8575
[1684,] 2914 8505 12212 13162 8882 8603 11447 10704 4405 7271 12654
[1685,] 5833 10899 8612 10525 9103 6344 12721 12208 12762 1371 5721
[1686,] 12977 2069 267 3165 6963 4327 4950 11425 712 12970 3820
[1687,] 8559 5669 5418 12071 10874 7141 5230 13568 12972 8954 12081
[1688,] 12376 10270 11620 7948 9064 13325 8936 6933 8692 4284 12747
[1689,] 7294 8986 5101 4377 2492 8347 12158 5562 6081 1125 4327
[1690,] 3660 13064 12625 11953 11399 12156 12261 11404 8729 6547 3669
[1691,] 11372 12330 10303 10037 2776 10490 6149 8512 10115 7953 1400
[1692,] 2392 1905 1713 1393 7722 3874 8222 6605 1787 7080 9672
[1693,] 11261 10130 8148 9873 11956 12194 13412 808 7933 12319 11735
[1694,] 2436 4897 6512 5007 2906 6710 7961 8469 2080 624 4730
[1695,] 5310 10480 3275 7230 8766 8006 5198 1528 831 4913 10576
[1696,] 6549 6412 11386 13285 8584 1939 9359 9034 9900 11885 1653
[1697,] 10860 9859 3864 8731 12220 12013 4675 6886 10399 9267 13428
[1698,] 7298 6699 5144 8598 10285 9378 7513 7115 10172 3118 4351
[1699,] 6792 3482 9848 6726 2112 3978 2050 1511 4791 12530 2164
[1700,] 9099 4832 12349 4851 8954 5342 6775 6114 6363 8331 11511
[1701,] 2628 2624 3301 332 4476 2359 101 576 8457 204 2664
[1702,] 12780 5326 6241 9923 7128 2638 5986 7160 11361 10451 8278
[1703,] 7808 11944 11958 1988 6601 11545 7596 10190 10352 4122 11478
[1704,] 2656 3433 4716 3356 10334 1190 10067 11828 5115 9011 6660
[1705,] 3153 12258 12303 8921 11451 622 7948 10237 13052 12693 10276
[1706,] 10271 9419 11959 6500 3337 3353 12828 12123 3882 12045 3354
[1707,] 10493 10624 7215 11146 11461 11975 8106 7935 12368 2532 4872
[1708,] 5848 6167 2899 2363 2492 5196 2534 7300 5859 3929 2463
[1709,] 11168 9090 3872 8821 13007 1903 12550 13258 4536 6517 10762
[1710,] 6255 9440 13193 6548 3710 1338 1462 5866 7914 4159 3119
[1711,] 7268 7235 10384 13242 10196 11596 11653 13071 13467 11245 13604
[1712,] 12021 8224 8935 8446 4671 10607 9267 11255 12624 5820 11357
[1713,] 951 567 1071 3303 6395 7345 5393 3051 4351 230 7225
[1714,] 6038 9680 13225 6868 11436 9170 9517 13256 11907 3545 8103
[1715,] 12074 6600 1603 10165 11742 12442 6494 12281 12915 9836 13357
[1716,] 8832 1904 2617 8289 8402 3899 1654 1211 10341 5894 3315
[1717,] 9704 2526 2621 496 5255 5157 3477 7469 1587 2035 2171
[1718,] 12533 10319 9730 12769 9744 11284 1362 13170 12527 11398 11155
[1719,] 6999 3854 1509 7095 11984 12169 4838 10337 2295 3739 9630
[1720,] 12111 4995 9705 11028 13526 10670 13129 12922 3163 7048 11387
[1721,] 13636 11384 1332 3713 6241 8113 7936 7549 8203 4991 936
[1722,] 11922 12118 9580 5021 8247 13549 7997 9311 11024 9894 9655
[1723,] 13034 8716 11585 8840 9919 13384 11480 9487 10439 10230 13317
[1724,] 6897 2494 1096 4696 1804 9279 6369 2423 1264 4052 3517
[1725,] 629 6531 7901 4666 12300 9366 2507 5093 3799 2062 9236
[1726,] 3188 3452 2312 9671 13258 5962 2910 7898 2079 6552 3710
[1727,] 995 7003 7609 6076 4827 8559 7078 3058 9576 8421 12318
[1728,] 10534 9933 4951 5636 7198 8198 9792 10232 9278 2298 3224
[1729,] 2272 3244 4995 1695 5342 4362 4406 4399 10528 9499 10304
[1730,] 2102 7596 5883 1342 8028 1121 665 5477 4729 5557 5730
[1731,] 6275 10248 6595 13391 7267 4545 5792 7463 8768 388 2852
[1732,] 8589 6185 8235 7048 4621 9832 6244 4329 3198 13048 4442
[1733,] 332 3397 497 2605 600 2202 112 1223 1546 44 1634
[1734,] 7588 5623 6311 8074 4631 2934 4181 6996 4946 5097 3738
[1735,] 2265 6220 10151 9954 3829 4251 1825 5894 12799 4585 8217
[1736,] 4935 9993 12367 8860 12723 6685 2971 8487 9736 11174 13561
[1737,] 6124 8295 6712 11463 7336 8636 7078 8484 11976 9638 12317
[1738,] 6458 13299 6599 1607 2693 6011 6196 5072 10570 10302 5620
[1739,] 10113 2545 10156 1861 5920 5947 5723 2071 1972 5300 5788
[1740,] 2048 12986 3481 13658 13220 13381 11441 9485 11273 11805 12620
[1741,] 9366 5590 10508 12437 13662 11481 2501 12066 9089 11966 11038
[1742,] 6902 8818 3020 1893 3504 11520 2843 3921 4239 5172 1969
[1743,] 3111 9439 11187 10270 4464 1765 6660 3166 9463 13448 12070
[1744,] 7396 872 5336 2056 2810 454 974 5999 4242 1162 5426
[1745,] 10620 1784 4710 5377 2795 11488 12476 3219 3029 1340 8480
[1746,] 11806 11846 7629 2969 10087 3751 5864 8506 12132 9877 12906
[1747,] 11651 4711 9491 5816 10547 7356 13165 4976 11808 6215 12111
[1748,] 3489 5806 8386 11181 326 7271 966 4454 444 7212 3119
[1749,] 8897 2258 13191 4495 4061 4742 10186 2248 5197 12108 2681
[1750,] 11098 1532 10198 8224 8388 8638 3400 6959 11426 5627 11036
[1751,] 2587 3949 2659 11009 2409 9801 10783 8001 1770 11453 7609
[1752,] 4925 1372 4583 3038 4814 47 2171 8417 711 1931 7107
[1753,] 13389 12824 11558 5828 5837 6535 6829 10424 7367 2495 13040
[1754,] 8064 10849 5447 13354 10633 12121 6902 1641 10425 11021 9907
[1755,] 9318 8837 12583 5676 10816 12716 12604 10966 8208 6039 12524
[1756,] 5481 5506 11904 10054 2016 6147 2372 9803 10241 5831 1718
[1757,] 5225 11782 10881 10656 12048 8990 5054 4797 1757 6834 3463
[1758,] 6698 7839 5134 6784 572 5058 4681 6092 1362 3302 11434
[1759,] 9824 10771 11998 3589 5274 2160 10799 12922 5878 10932 4306
[1760,] 11547 9951 6193 6527 6612 10916 8517 5560 7288 1572 13525
[1761,] 1945 6313 9843 2537 9653 12666 946 4131 12563 10145 3157
[1762,] 13356 7577 12195 12907 11927 5867 8678 12945 10464 13379 13670
[1763,] 10180 840 5996 4642 8370 7069 11959 5598 7552 10330 10994
[1764,] 13294 3643 10400 7215 11583 5087 11684 12116 3997 6981 12533
[1765,] 10203 4097 2609 2177 4074 9417 5876 1440 3846 4893 8581
[1766,] 7624 1548 11128 6290 13518 11793 2550 8167 9830 12725 7090
[1767,] 11592 7242 11310 9867 11540 13518 5967 5507 8478 9414 6950
[1768,] 5029 10035 3549 12135 12425 12511 11665 11721 8570 12179 13115
[1769,] 2894 5139 10902 7276 11604 11164 5330 5904 11257 10410 10363
[1770,] 4431 1017 10288 2523 3250 7952 7589 12468 5092 3056 6675
[1771,] 9092 11445 7554 4806 8866 8472 13323 9876 1415 7264 7881
[1772,] 12515 4338 3256 12299 7704 2366 8402 10257 3742 5714 5104
[1773,] 5335 11840 4618 9131 11797 11746 8252 4018 7888 12724 8195
[1774,] 908 62 1139 5709 2590 826 583 773 583 5203 4398
[1775,] 6454 13039 10230 8153 6696 3860 9045 10886 11985 3645 4713
[1776,] 10670 5008 7983 4364 12891 6242 9274 10250 9434 6930 5289
[1777,] 2151 9317 7118 2132 12074 11752 12765 13113 1375 9352 3625
[1778,] 9026 13455 1089 4796 3691 10150 2743 9082 3980 8157 12057
[1779,] 8209 10552 1050 1399 9816 7016 9028 1678 2953 8609 12184
[1780,] 8050 10826 10326 5891 12366 11073 5734 5581 11871 6360 13265
[1781,] 4241 8581 9178 8100 4604 3534 10594 5499 11419 1952 7199
[1782,] 241 2280 750 974 1464 2488 8574 1134 1069 774 2161
[1783,] 9222 10445 8261 9100 13431 9606 4946 11917 9653 6344 12329
[1784,] 10827 11343 13044 10992 10361 9228 10071 10804 10190 10882 13221
[1785,] 1333 6492 7337 10274 10434 12336 5672 2639 8922 13504 12456
[1786,] 1692 3511 7487 2774 168 3777 1729 2191 2953 949 1509
[1787,] 7693 5038 10471 5375 9525 13335 13089 12271 10799 1350 13379
[1788,] 12939 10424 5888 4862 12408 3366 8691 9761 13266 10458 12645
[1789,] 1720 1850 5178 1958 1524 676 9026 1608 2464 708 1352
[1790,] 12234 10951 6466 9110 13073 11595 6009 12601 12845 8707 2885
[1791,] 13442 11914 6172 6724 3557 11533 9359 12145 7118 111 6093
[1792,] 11713 11222 9564 9011 8026 10837 6967 13503 11261 7391 7027
[1793,] 11960 11401 4766 2439 2762 1099 3619 11072 7837 2636 10467
[1794,] 13241 12453 7680 12563 8363 13379 12595 6422 12218 1518 7458
[1795,] 12393 2765 1859 7949 5995 4483 3868 11003 2740 6298 2915
[1796,] 11903 5155 7141 8946 9235 9835 3112 11665 4122 10013 11327
[1797,] 9383 8979 610 7497 2435 11955 7517 9136 12966 11509 9753
[1798,] 7762 7830 6551 9582 9721 6211 1761 1976 13183 5046 12110
[1799,] 3928 5174 4533 6184 1650 4142 1175 3618 2278 4902 1171
[1800,] 10163 12681 11585 9716 11349 11405 11443 13591 11279 11773 13072
[1801,] 5681 3949 3714 8346 9719 5147 7338 12513 155 8766 6243
[1802,] 2198 12988 7028 6857 10720 4858 6801 4289 2080 243 8969
[1803,] 10339 4659 8299 6460 10322 9234 5308 10774 9924 13207 9458
[1804,] 2137 414 11339 13541 6450 10453 11257 8898 2655 8466 11173
[1805,] 2385 2359 110 7890 10061 4470 11599 6062 11968 4548 230
[1806,] 6092 10541 7463 3973 9786 3877 8031 13428 7706 8627 3590
[1807,] 5095 7917 4174 10896 8830 8264 2560 11594 8930 9761 5145
[1808,] 11755 1423 8744 9248 8269 5378 9851 13201 6993 6947 2437
[1809,] 10732 1565 1449 7586 2366 2361 2770 5226 1575 3246 1087
[1810,] 1103 9305 13511 13258 9690 11002 11251 4997 6546 1325 8448
[1811,] 7104 10523 8083 2621 8874 5865 4705 11852 8515 12868 9063
[1812,] 7150 7532 11809 9844 9255 12558 6106 4324 1742 6886 6628
[1813,] 2731 8885 10294 3740 6356 725 7650 1577 4239 9210 8808
[1814,] 1509 4236 5882 2914 7973 10382 3914 8946 2708 12573 10804
[1815,] 6007 4177 11233 13209 6888 11669 13053 5361 2607 13094 13057
[1816,] 11640 12924 12933 13177 12336 10338 13182 10539 8579 9421 12645
[1817,] 6667 10670 3784 11715 12595 10227 11334 6867 8321 13550 13521
[1818,] 7226 1659 9941 8065 2125 10345 13203 5389 3909 7546 4655
[1819,] 13415 13088 5526 11418 10888 9006 12786 13412 10176 4778 12519
[1820,] 890 12601 3426 5518 6342 11897 5695 8657 9500 10946 5561
[1821,] 8464 11045 2636 10075 3260 7871 3451 5788 12260 5955 9727
[1822,] 8433 11975 7497 532 4239 10852 10026 3575 8025 2821 2247
[1823,] 1184 5770 7428 6016 6722 2145 5214 11056 2327 2192 3231
[1824,] 3052 8382 3768 7355 5308 2405 2604 336 5089 5956 6673
[1825,] 12990 6146 10444 7396 6573 5239 13400 3628 12103 10410 11181
[1826,] 1809 5091 1896 8289 9735 3540 3245 7538 9137 4874 5616
[1827,] 10247 4033 10017 6219 12879 11113 11158 6620 13366 9675 8207
[1828,] 3840 5880 11626 12475 12989 11079 6848 1631 5330 5392 12719
[1829,] 7621 12249 10764 10824 1986 9710 6332 7988 5551 12726 11044
[1830,] 12865 12778 10497 10096 2535 8314 7360 10456 12876 11340 3095
[1831,] 6146 12803 12690 11166 8847 11481 5302 6854 6878 11966 11805
[1832,] 12687 9089 6349 6905 8968 1877 8655 4976 5304 6220 8062
[1833,] 5728 3581 4551 4567 6292 8400 7132 8301 13030 3468 8260
[1834,] 12595 13135 11786 6857 10710 6490 12263 9711 11546 4507 7115
[1835,] 6116 3256 8416 7181 3187 9560 11148 4475 12834 11840 9256
[1836,] 4994 2460 9786 11834 4264 8385 3444 9521 11742 12064 6641
[1837,] 8115 4948 6404 5414 8439 2434 13303 6279 12628 9956 11985
[1838,] 7193 10407 12221 3919 13663 7451 3862 6523 4649 11279 5931
[1839,] 5010 1001 9688 13281 3340 1665 8392 2750 3748 10373 11829
[1840,] 8810 3949 7982 6427 3513 3549 4491 9645 2891 12777 12817
[1841,] 3302 1509 622 12231 2439 8752 10699 4673 7606 1914 5062
[1842,] 2134 12632 7192 10766 8397 11163 8165 11918 12866 7634 7074
[1843,] 750 546 2283 3436 2263 1686 3685 8246 6218 6161 5567
[1844,] 11404 8942 11143 11171 12622 9267 12964 7497 9092 11969 12861
[1845,] 7513 3804 7053 12633 9942 5447 1122 10653 11228 7390 9006
[1846,] 3113 12196 5228 2579 7566 772 7672 9088 471 2426 9534
[1847,] 402 7636 3216 3447 4718 5017 9483 4452 7308 7166 537
[1848,] 4508 4441 9305 822 840 5058 554 888 2994 6188 1049
[1849,] 10696 448 2437 8557 432 4744 2774 2218 2830 3198 1024
[1850,] 8346 12175 12393 9929 7199 10292 11161 11453 6951 12457 12929
[1851,] 11416 3281 12600 13063 5702 9702 12808 5843 12544 13333 13364
[1852,] 5996 9214 8094 1524 10098 8589 3117 4324 11734 2861 1859
[1853,] 5204 3461 13532 9824 4915 12711 3862 8980 7066 2277 8109
[1854,] 11929 13151 1704 7216 7359 12648 5069 6914 6195 10026 7562
[1855,] 1060 8911 9989 3715 11942 307 8794 11421 11574 12645 5960
[1856,] 511 1827 1341 402 2704 685 238 1037 4496 4310 997
[1857,] 12130 8732 13142 11854 603 9284 5293 7789 10134 3183 2816
[1858,] 2776 5455 11005 12517 11828 6997 4767 11150 11175 7428 13267
[1859,] 12211 12089 10988 11959 11436 13438 12722 13333 11907 9538 10813
[1860,] 6742 2518 12907 521 8589 2350 6650 8659 4238 11582 12059
[1861,] 8213 11137 10610 4811 12297 2464 11421 8785 10408 8410 6910
[1862,] 2260 817 2198 9515 11080 815 8511 9065 6131 11536 6719
[1863,] 2825 11010 3764 7248 4322 13088 3435 13070 3221 3929 10607
[1864,] 7292 11978 8925 6438 6450 5043 10765 8530 10799 13339 9515
[1865,] 3669 9756 3655 1596 6987 7127 5901 3502 4398 4283 12701
[1866,] 6774 2154 6117 3255 6298 2738 12065 6478 12508 10703 2816
[1867,] 9690 7431 12781 8239 6868 12233 8972 6649 4330 7398 13570
[1868,] 5554 3171 5335 11052 2042 11899 599 1577 614 3306 6560
[1869,] 5417 6400 11386 8392 6621 12255 6485 3438 9650 11099 9542
[1870,] 9876 13260 6956 9430 7562 12330 7675 2106 3733 10971 7439
[1871,] 11553 12182 9439 5284 13181 6734 8292 12811 11531 11936 9573
[1872,] 5657 11618 9367 11723 9545 9000 12685 5941 5914 11461 3371
[1873,] 13011 13353 13557 6867 13022 9629 9519 10546 10406 12872 5638
[1874,] 5394 12899 7995 10215 4565 9903 9339 11674 11670 2246 13520
[1875,] 3928 5155 8744 12644 3194 4349 5237 4829 6152 5917 4454
[1876,] 3243 7027 2550 8995 5995 5611 2967 11785 5304 3468 12122
[1877,] 12015 1698 4086 9361 12910 1203 11352 12391 8327 9021 3243
[1878,] 12754 9511 9892 13170 10715 11761 12581 11868 8572 10270 12705
[1879,] 8535 3215 13242 12046 10004 4542 7855 11352 5501 3616 9198
[1880,] 13532 12379 4677 10984 4462 10938 13242 7044 11511 12776 8561
[1881,] 7854 11073 10955 11044 6343 11379 11386 7572 12699 13359 9780
[1882,] 6097 12481 6378 4191 3626 13621 6154 695 8847 6613 2870
[1883,] 10687 6874 12986 3678 6563 6207 8479 12039 8117 2345 12543
[1884,] 1086 9467 2988 1784 1128 1763 9460 4007 2042 4148 1511
[1885,] 2230 2194 3601 10734 4637 13576 3170 2860 8847 5583 362
[1886,] 11058 4949 5675 6363 4218 1748 1329 10081 9905 7760 4929
[1887,] 10456 1614 3923 11276 10828 1411 9598 11907 5320 2577 4870
[1888,] 2021 8891 7689 8892 3149 10000 4748 13646 11199 10330 3661
[1889,] 10034 8468 3867 1251 595 6954 2106 3903 4644 6189 7438
[1890,] 10292 13208 8886 8686 5771 6205 5354 11185 1701 8153 12011
[1891,] 1505 4780 11279 2914 9899 13441 3017 13358 11900 9597 8987
[1892,] 7432 8117 12295 8788 11410 11734 8934 13532 13080 11774 11671
[1893,] 11027 13291 8617 11811 13076 10079 3899 11179 10115 12059 12923
[1894,] 9795 12170 9720 13028 11044 8932 12383 8636 12172 10038 5329
[1895,] 243 2057 369 5060 2971 2435 2290 5657 3213 5794 2610
[1896,] 6895 3560 6176 12844 7808 5131 830 1571 3984 6092 10628
[1897,] 12510 3461 13357 6452 13318 10943 3520 13003 13137 12391 10360
[1898,] 8986 6164 5700 12692 5763 12620 10649 12268 11452 5660 2348
[1899,] 6425 7991 8194 10742 8868 10501 8055 9884 8691 9418 7948
[1900,] 13440 13407 563 7478 953 5678 1357 11699 12207 5816 3265
[1901,] 3511 4649 8913 7693 7539 10234 4387 7324 3463 7515 11857
[1902,] 9777 10255 3717 6405 8569 936 9315 12652 9899 2773 7425
[1903,] 7310 11203 8308 12753 7469 3419 12447 7965 9984 10680 12445
[1904,] 12410 3631 9612 12633 9244 8196 7173 7550 10321 10820 11982
[1905,] 6059 5901 4231 3974 8032 4192 6001 12884 13067 7619 2865
[1906,] 9391 3712 7225 9131 7907 8460 6274 11916 2016 8483 7112
[1907,] 3396 6184 12057 8321 8402 7921 9875 5269 7289 9095 6443
[1908,] 10675 12734 12673 10202 11165 13395 12457 12923 12942 9016 6537
[1909,] 9578 13149 5178 3951 10935 3690 2335 10190 9393 5924 7505
[1910,] 12157 10849 12736 11311 9855 12538 13180 10540 11215 8306 9121
[1911,] 11330 11582 7637 12094 9236 13365 9929 3911 10339 4775 12094
[1912,] 4091 8018 8534 4875 11873 3571 5895 13551 9736 12909 10890
[1913,] 7245 6028 8465 6087 12041 879 7171 11627 5089 2108 3442
[1914,] 7191 12301 11773 4611 13613 12357 13050 12719 13344 12891 10812
[1915,] 5885 4730 12745 3805 7890 11036 10884 9758 7687 6520 9989
[1916,] 4621 556 4206 7827 11236 765 7725 709 225 6305 628
[1917,] 8462 977 9721 11727 7578 11870 12994 7433 8267 3040 8770
[1918,] 12660 6053 11987 10059 8291 4350 11171 3805 9200 9077 2462
[1919,] 2187 8765 12043 7946 9904 11686 3900 8958 11894 13132 5677
[1920,] 13298 10404 2344 8086 700 6587 9794 7695 11943 11272 2860
[1921,] 1197 1131 8091 8963 3969 5736 3149 4329 3236 2094 3466
[1922,] 13225 9892 9317 1092 11574 7262 13081 8163 11974 10540 4826
[1923,] 884 1017 1372 675 1660 2013 127 1014 1297 2986 4453
[1924,] 9657 9141 5265 11488 4588 613 7239 5631 1548 3610 8254
[1925,] 2829 5049 8819 5297 5363 6308 7400 12223 5596 10601 12835
[1926,] 6270 6501 10997 2006 7996 7018 5099 8479 3414 9297 1409
[1927,] 7913 3808 5642 11597 806 9780 5266 3587 10569 11688 2337
[1928,] 11982 4518 4638 10972 12642 12398 4450 11575 9982 12372 10332
[1929,] 8036 9746 6898 7817 8802 3134 11372 8648 5128 11552 8801
[1930,] 7801 13456 8366 13335 12616 10961 13245 10797 10240 4118 13683
[1931,] 12339 6978 2465 9658 11397 10501 10289 10915 2028 7302 9131
[1932,] 3845 8179 2103 2170 12846 1230 3102 11441 1743 2859 1285
[1933,] 13188 11115 7018 12548 12765 12864 7847 6771 4401 6322 13059
[1934,] 8328 2081 3645 7096 12474 9560 8076 4748 6680 7714 5891
[1935,] 12722 8080 11024 13171 5857 10504 10358 11104 4431 9347 12705
[1936,] 7856 4705 12712 908 10456 12778 10204 10513 583 10980 13428
[1937,] 8340 11570 12843 12108 13572 11696 8895 13504 13256 13575 10979
[1938,] 10034 326 1146 491 5788 1578 983 1233 2536 7244 8566
[1939,] 2810 8785 8928 3589 3309 6050 4425 9051 5420 4460 7369
[1940,] 9444 4251 9198 12748 10302 10453 11312 3568 12919 12765 11838
[1941,] 9317 7003 13168 5075 6957 11112 9811 6230 11938 11240 362
[1942,] 1431 5723 13283 7453 6429 1238 10687 11749 2655 10398 10405
[1943,] 13241 4614 7133 7864 9754 12705 13161 13444 4304 3346 9097
[1944,] 11494 4836 11665 6371 13320 5639 11239 11146 11483 13206 11101
[1945,] 3663 4782 4365 9653 9879 6361 13167 13603 12763 12620 11506
[1946,] 3425 4995 10803 1194 5527 9882 865 7850 4103 2913 7828
[1947,] 6333 3578 6029 1960 3891 7098 6889 5434 6398 3458 3845
[1948,] 12597 8653 13414 13188 9929 12996 7792 6532 1562 12947 10223
[1949,] 12079 1153 7296 11591 8276 5153 8322 4432 12694 6918 1309
[1950,] 12902 12450 10032 11187 8749 12450 1839 8876 8029 11966 4075
[1951,] 3051 11656 8807 5283 9457 3392 4329 942 2865 11340 9415
[1952,] 3194 7528 1199 1506 4578 7888 1727 819 4948 6856 3200
[1953,] 11640 3736 9886 13354 7984 11648 9514 10696 5525 12552 6866
[1954,] 277 11075 2290 1230 1228 52 2080 4079 581 3210 281
[1955,] 9111 9287 11829 3801 11539 12087 11109 8774 10421 8311 10866
[1956,] 5972 4632 6689 3598 3154 1006 6892 9472 10890 12270 5947
[1957,] 11262 12110 7634 6194 10132 11847 12375 12767 6080 9081 10571
[1958,] 5444 2379 11448 12712 8665 5435 13297 352 5447 10356 11179
[1959,] 8135 11845 9490 1499 8117 11916 3828 7401 6555 7664 4689
[1960,] 1346 12736 11918 1974 7621 4064 1431 1926 2994 5196 4983
[1961,] 825 1939 9031 1958 3076 1053 2782 8250 3302 3240 8924
[1962,] 8823 11344 9697 10044 12573 6147 12383 9073 11036 11990 10624
[1963,] 5237 7809 4414 9844 2724 1017 7282 2243 3242 4792 4507
[1964,] 6897 7969 1944 5792 4040 1552 3465 7540 11099 10097 9875
[1965,] 9604 5956 453 4008 4976 1392 2172 3682 8687 1870 7150
[1966,] 11955 12012 7739 9162 4864 11191 12377 4506 13097 8649 12322
[1967,] 13591 12992 10355 6018 10083 3770 12319 5117 513 973 2358
[1968,] 7147 12120 9570 12065 13275 11287 5033 3060 5058 2859 12080
[1969,] 10884 9096 3568 10487 11264 5206 11075 9377 8591 10985 5601
[1970,] 6097 9215 6720 3103 1403 1154 3313 1648 12257 436 5286
[1971,] 2342 12516 1935 2177 3948 11288 9093 12283 3843 9917 12491
[1972,] 10118 3207 9046 12899 10629 6360 12908 12966 6309 11668 7972
[1973,] 463 4468 4526 1664 4866 3956 4124 6956 3547 11683 3687
[1974,] 12153 12509 5412 10605 11466 9416 6917 13517 12130 11419 9579
[1975,] 6325 1632 9320 12923 13396 6705 5772 13152 11261 4405 10112
[1976,] 4994 2183 281 4170 4323 1294 4361 9521 2441 8086 4207
[1977,] 7154 3768 2048 6914 12367 10986 9730 11101 8597 10315 8129
[1978,] 12058 6403 6124 12164 9492 9712 11708 3660 11884 4480 10358
[1979,] 2346 13019 12836 6651 4952 4818 5881 12994 6934 280 5176
[1980,] 5620 4804 12666 5307 9550 5636 6429 8100 8952 8807 3928
[1981,] 2584 11618 12983 12782 5738 7942 1348 2615 8236 2924 13219
[1982,] 9058 11104 8575 5519 11585 10740 8619 7573 10403 11575 7709
[1983,] 3153 12396 7085 4715 7104 5906 5199 10237 11569 3587 3881
[1984,] 12094 10761 11163 8316 13543 3968 155 8654 10271 9110 4276
[1985,] 6787 5215 992 10309 7422 3704 4662 1583 12568 5155 9408
[1986,] 10370 9008 1006 856 2436 4938 9438 1003 3830 10974 1090
[1987,] 5176 6447 4979 6001 1336 7891 5179 10550 5960 1458 13633
[1988,] 9704 11956 13510 11168 13293 13391 9010 6642 6540 8528 2134
[1989,] 10339 8942 8897 9545 3324 3941 1244 4631 6874 6798 10378
[1990,] 5682 2186 2662 10996 9742 7938 2747 10497 11642 7050 7685
[1991,] 8155 13451 11243 11210 9925 5858 9552 12673 12327 11623 12227
[1992,] 12374 3860 346 8070 10135 9903 6070 9311 8135 7955 8638
[1993,] 13183 8050 12914 12454 13367 11682 13056 8975 12777 11180 13725
[1994,] 1474 1590 13415 6859 11197 6391 6740 4242 7443 7351 9989
[1995,] 13148 6413 6100 9290 2642 5629 4475 3448 2646 10396 9550
[1996,] 11928 8726 11812 3151 3949 10097 6246 1280 11773 12444 11327
[1997,] 2672 8256 3158 4301 2030 6735 10817 6690 11529 614 9557
[1998,] 8279 5970 11279 11900 13370 6490 8161 13442 9804 11156 11517
[1999,] 12909 10005 11755 13375 10677 9498 9552 13442 7658 12641 13051
[,23] [,24] [,25] [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33]
[1,] 3069 3580 11012 10545 3059 7699 1767 427 12925 8945 4821
[2,] 4193 2338 12108 13154 4185 10231 11682 8413 6691 1898 12591
[3,] 11157 6087 3469 12602 9624 12581 7891 9566 11223 3313 6337
[4,] 4044 6096 1092 2443 2802 2141 11657 2294 8016 1878 5326
[5,] 6728 1087 4109 7055 4004 2950 11818 10023 2809 2167 2238
[6,] 1871 3796 9558 2042 7856 11780 12434 11458 8891 4818 10122
[7,] 1925 9079 7841 6507 2634 8855 13119 6954 2066 3757 8051
[8,] 12344 4168 8622 9440 8302 6968 563 6629 11950 12366 7472
[9,] 4184 12386 13467 11864 8633 11359 9130 12093 12749 9123 1705
[10,] 8639 3207 2278 7538 2111 12128 6688 10920 8004 1863 6397
[11,] 3597 1790 2588 7883 1676 7135 10869 7597 1639 6784 352
[12,] 2871 9506 5399 13372 1779 13300 7043 10441 6948 5485 3268
[13,] 1179 4978 10989 11306 2269 5772 8635 12517 8984 5092 2837
[14,] 9588 6146 1833 1271 696 1626 1471 4332 11230 2019 8649
[15,] 7365 11275 10155 9316 12017 7234 6544 8396 7741 6094 7237
[16,] 13550 12104 10582 13132 13456 12062 11865 10032 7222 11134 9835
[17,] 986 3611 1152 4157 4465 6063 3932 1359 1459 8465 232
[18,] 1075 13433 4397 7816 1616 1920 1012 11215 3482 1608 2500
[19,] 7699 11787 13616 5891 8807 9403 9564 7400 11480 4973 7074
[20,] 6592 6331 10389 10607 10036 12958 7719 7736 8975 12366 6045
[21,] 7414 13432 5034 53 4429 4420 892 11223 12486 4413 4463
[22,] 6896 12946 13117 5893 8743 5750 12433 11456 11707 6573 13012
[23,] 6377 10131 2565 10595 10589 3317 10619 8702 9738 11997 5775
[24,] 8862 2296 11565 5051 4189 5051 12160 8339 11761 4249 7689
[25,] 9745 12794 12557 777 7246 7148 12596 11614 9242 10061 10992
[26,] 754 6427 5473 12901 5439 12738 10960 11190 3420 8085 5498
[27,] 8608 7566 6170 9677 5049 6743 1032 9203 10056 8866 1443
[28,] 6110 5773 2828 6328 3571 12622 13320 5689 2120 2782 13452
[29,] 10016 12064 11831 9990 11508 8329 12732 13507 13561 11743 8716
[30,] 12197 8774 7791 12045 10258 3616 8492 11255 1863 13191 11390
[31,] 11638 4870 11115 3425 4482 10349 2825 10447 5624 9607 3329
[32,] 1906 7186 8287 10962 2182 5004 10948 6334 9215 13321 5368
[33,] 8193 3506 9854 6892 11285 3317 11415 2690 9735 9893 6797
[34,] 11465 11787 12591 12978 7034 4819 6432 9466 10680 2400 996
[35,] 10524 13594 9273 7367 9062 12379 12199 8745 6776 10108 8540
[36,] 7494 9403 1897 2635 4499 8814 7705 1252 11725 9599 7118
[37,] 12932 3511 8897 3222 10571 8085 7689 6780 6363 9949 11943
[38,] 5909 10112 12211 9407 1549 2995 10550 12150 6176 11858 3755
[39,] 8464 10484 6390 9351 6164 9653 12213 8739 1649 10935 334
[40,] 11197 6862 11192 9801 9987 11929 13460 10109 2774 13525 3941
[41,] 6960 11114 11708 3905 12740 2236 6738 11051 5541 8607 4199
[42,] 6084 8419 11627 7617 3352 11763 1774 10237 8944 10114 13229
[43,] 8963 5625 9777 13356 3201 1725 8357 4729 12677 9876 5598
[44,] 11193 7436 6501 5165 3388 10972 8009 13102 11909 13383 11169
[45,] 5257 218 1455 6307 3377 2461 2947 2687 7624 5339 4777
[46,] 4470 1397 5067 1904 9733 10281 1541 5980 9985 2247 10640
[47,] 9785 9439 7606 12221 9902 10343 13499 11695 3267 11621 12174
[48,] 7437 9624 3172 8886 10717 7291 2154 5559 8274 1986 4302
[49,] 8238 6289 7206 3334 3358 12714 4607 4159 12730 3376 8530
[50,] 10637 7543 6531 6354 715 8200 567 533 1155 2081 853
[51,] 10303 9150 13120 5463 11185 6729 11371 9535 10764 8191 2074
[52,] 6194 8251 5351 11942 7842 4028 7843 5338 8107 1540 6399
[53,] 4994 8333 12213 4386 1598 11740 9076 11642 11183 10895 13524
[54,] 11300 12105 13022 13037 10959 6433 13612 13289 13287 11079 11492
[55,] 5154 309 1691 3097 811 3396 3613 4520 3424 5618 6533
[56,] 13384 3025 13076 9234 11751 6488 13365 6303 4234 5916 3411
[57,] 8020 11630 2825 7375 7063 7855 11821 8860 11564 8850 5711
[58,] 5327 13403 6369 11696 9763 11419 5631 8663 4460 8011 10258
[59,] 10330 1386 4723 12923 4754 3134 7521 4716 12599 4014 7920
[60,] 5057 1034 736 613 210 2373 4040 6794 1429 6914 618
[61,] 8473 1903 3556 11987 2592 413 1257 528 196 1164 3826
[62,] 2362 4091 3072 9659 13495 3742 6731 12838 11818 4792 6438
[63,] 1889 567 5020 8380 811 1906 864 2635 479 3288 1732
[64,] 2483 10532 78 8855 1228 5344 1826 1035 9451 1769 2738
[65,] 11193 8546 12954 10990 10035 10383 8769 13254 6116 13610 7160
[66,] 13690 10784 13575 12081 12220 12090 12420 13180 9575 13000 10852
[67,] 11194 5158 5344 8794 11468 4028 12958 7723 12797 12364 8701
[68,] 1213 6033 1251 4954 2132 493 1878 4202 439 2864 5243
[69,] 11991 12254 8469 10593 4343 6234 13122 13011 11591 8805 10943
[70,] 7920 3040 4927 12969 12314 8491 12031 4128 10768 12543 12447
[71,] 5990 8236 7314 9709 2248 6734 2067 11053 1084 8016 12171
[72,] 8202 6231 2425 12359 9872 10965 7898 3104 10176 6695 8529
[73,] 12256 3031 10662 2129 7681 7533 6415 3998 12873 13119 8966
[74,] 6011 6122 6295 7652 3148 2272 2035 6460 9350 5032 11783
[75,] 8071 5606 11446 6410 5906 5050 11212 10060 2153 5987 5009
[76,] 7887 603 2040 11785 7826 5555 6014 5957 9505 6511 11326
[77,] 1198 11122 5070 7861 5826 10001 6399 4035 9907 9208 10648
[78,] 5326 12416 4943 4306 3248 9659 5880 5108 3205 4596 3236
[79,] 9658 6717 8032 9537 6124 7861 11126 6920 2691 6545 2967
[80,] 13414 9765 10591 8059 9366 2004 10295 10653 7552 11912 10490
[81,] 4862 8883 10520 13683 4726 6396 9365 7929 8428 3501 6769
[82,] 12006 8531 9553 6799 8004 9672 8065 7597 6864 11612 11203
[83,] 8740 6857 7362 2804 13469 6712 11919 7028 7376 11798 9866
[84,] 12935 5645 4805 1984 6117 11396 7680 2011 6300 10657 12113
[85,] 8145 955 7888 592 2500 4129 2284 2049 3929 4011 5905
[86,] 7437 8578 3153 858 10718 9100 1010 8836 4624 8492 8614
[87,] 13128 13159 10832 5650 10253 13358 9845 9272 1537 5920 4419
[88,] 1018 6396 5442 10655 3468 8194 9809 5535 515 5444 1110
[89,] 11984 13190 4361 7370 9056 13179 13399 11752 9361 11661 12587
[90,] 12435 6571 11233 13201 10843 8311 12373 11856 12529 6486 9658
[91,] 11357 5945 8088 10142 10232 12122 13363 9212 4186 1537 4036
[92,] 7032 2286 10090 6480 3802 4912 2654 10965 10310 1133 2299
[93,] 2317 11407 12759 6875 1357 7538 12863 11280 12901 6559 12716
[94,] 5337 813 9264 7296 2632 2447 7040 5408 11156 6149 4255
[95,] 7197 12436 11586 4012 9796 2467 12620 9351 10257 5506 2293
[96,] 13102 12886 8802 13671 12116 13404 11853 3732 2966 8828 7991
[97,] 11034 10467 11611 9657 13365 12959 10602 7285 5097 6094 12807
[98,] 5333 12412 1117 13253 9045 9683 13197 5385 10167 11569 9389
[99,] 3607 5239 1864 6213 796 1711 9775 11127 9740 6639 7246
[100,] 6682 2713 7698 11767 12557 12088 12310 2778 10560 2582 11334
[101,] 6369 11262 12241 11386 10535 6147 13396 7616 10425 10033 3246
[102,] 12682 1241 5269 4091 8907 5197 11614 7684 8750 5568 3336
[103,] 13644 10759 8006 12472 7603 12423 11063 9895 9720 11380 10820
[104,] 2800 3456 8677 867 3446 2680 6852 4572 3542 2392 915
[105,] 4380 10399 6809 1378 8377 865 2443 5091 4985 8481 13366
[106,] 9527 3188 9077 9608 8548 5672 8845 9278 1538 5710 7365
[107,] 1995 7529 7243 1649 1914 1949 3844 10550 3530 8459 221
[108,] 3918 2042 10605 6876 8610 6560 8264 13489 9600 1794 10502
[109,] 13278 5816 1607 2487 9609 13462 12136 5333 11741 3560 6433
[110,] 9785 13326 9261 12885 12371 13154 13682 13505 11775 4268 13118
[111,] 656 846 2246 2017 7360 5387 3423 2175 2576 4235 1610
[112,] 6579 3706 11197 10619 7292 8984 12088 8703 7786 12799 11487
[113,] 4924 1356 7708 2397 10339 8455 4898 7839 4949 2937 4603
[114,] 5419 1815 7902 6741 7322 4363 4386 13264 3447 1761 637
[115,] 12689 5123 10403 11350 12842 6999 10028 8630 12441 9606 11791
[116,] 8048 7907 6936 4268 7080 5965 4035 2863 3998 4502 8298
[117,] 4518 7987 11150 9735 10829 5136 4353 10477 9877 1378 3049
[118,] 6166 11877 7184 12005 9001 6043 3783 10286 5492 1926 3456
[119,] 2374 439 3295 11383 2202 9421 7981 9472 11933 5009 7615
[120,] 7202 10081 11593 4055 8888 4172 6752 6267 12773 12574 3118
[121,] 4206 6673 5834 10365 10482 6927 9420 2941 10697 9469 9245
[122,] 7710 13393 6180 7039 7027 4831 4300 11043 6176 5259 10153
[123,] 10496 6483 9791 4644 3377 12358 4940 9147 5201 2983 10779
[124,] 8035 6761 3648 6932 7737 6859 11915 6907 3959 12784 12782
[125,] 2145 13484 4331 6266 12487 5274 9153 2504 10408 13523 1186
[126,] 3281 8112 13579 13460 3940 10813 4806 10993 6691 1891 12219
[127,] 12446 1379 6663 6846 1341 6403 5959 1993 3679 3999 10525
[128,] 3121 11827 3784 4387 9673 8567 5342 11642 8944 11066 5860
[129,] 13396 13499 6676 13217 9369 13021 3994 11297 13299 8106 3466
[130,] 5295 5659 2994 7401 9703 8832 11150 4646 6437 5252 7213
[131,] 4127 4916 4932 11878 10750 4897 8134 8316 11834 6054 7479
[132,] 9513 7126 7040 7544 4880 679 5845 12136 3121 3516 11111
[133,] 10380 8949 11947 12305 7075 10859 10322 11864 8797 9876 9794
[134,] 8421 13414 11199 7366 8205 8170 6904 12878 4403 12201 12925
[135,] 5117 9587 4048 1685 5553 1367 861 4533 294 2716 907
[136,] 11926 8938 12591 9698 5040 5749 12448 2937 2205 5034 8126
[137,] 8505 5384 10512 5212 12267 12781 9247 7848 5870 5755 13337
[138,] 13115 12559 9814 10048 8419 1460 8350 9010 8522 8164 2751
[139,] 12257 4567 4479 4169 10268 6589 4026 10575 2621 12484 5743
[140,] 11231 6500 7745 10744 13163 12464 11022 6810 10604 12675 13184
[141,] 5493 2672 9434 2089 7971 8862 3071 5977 12212 2984 2885
[142,] 6673 2647 8703 9466 12858 9895 2953 12923 12857 9820 2687
[143,] 3528 2549 2394 11408 8269 4387 7082 12912 12003 9506 13386
[144,] 1990 2556 3084 8364 4414 4319 2737 4533 2531 4409 2419
[145,] 2961 9358 10834 12863 8531 13466 3457 8250 10198 3405 11620
[146,] 9820 12660 8079 12052 7183 11920 10351 12420 8912 12465 11596
[147,] 9768 9438 11626 6771 3261 8877 12083 5087 5271 7588 11359
[148,] 13524 12894 6797 12810 13182 12788 11301 7159 12898 10768 11865
[149,] 13359 5622 8818 12685 10662 11931 12831 13418 6431 7576 13068
[150,] 1569 868 6537 178 2656 608 3831 1302 1740 5128 325
[151,] 2535 4170 8050 8924 7505 816 4337 9383 7511 1292 5033
[152,] 9442 3986 7403 5567 10412 12196 3754 13053 3380 4536 9534
[153,] 1803 9461 6042 11228 12358 3076 4601 7705 9252 8191 8489
[154,] 10210 4962 7346 7239 5940 8536 7594 1742 6176 7451 5964
[155,] 12078 13237 7686 8045 8445 5427 11096 10643 9515 11909 9659
[156,] 5196 7250 1295 3181 9861 5998 2895 9582 12810 1696 6497
[157,] 11271 10730 10725 5170 12611 12777 11084 5671 7113 6485 11491
[158,] 12116 11727 13229 10939 10348 13244 7751 10144 967 6735 4111
[159,] 8033 9979 11977 8111 5283 10154 10593 1440 6336 11485 12796
[160,] 10188 10806 2866 4719 7776 10650 11284 7208 12136 8889 12709
[161,] 13127 13444 13637 6536 9612 9370 13098 10798 12283 8509 8107
[162,] 8368 6419 8672 5207 3538 3409 3645 13119 10437 2047 5489
[163,] 1522 5117 11768 12880 10754 5040 9084 11138 4415 11256 7634
[164,] 6476 9085 11795 178 7382 6078 13129 896 10777 6254 7119
[165,] 11825 6571 11258 6377 13672 670 5114 3663 8413 2589 8873
[166,] 11988 9463 12936 11960 12418 5288 11606 6579 9307 11662 13517
[167,] 9447 8331 1804 84 1508 1117 12652 9457 10402 2838 1176
[168,] 8926 11634 5672 3652 8143 13136 3257 6781 10815 4013 4767
[169,] 1533 558 6537 2613 1321 4370 597 6722 1814 2032 870
[170,] 2117 9306 7609 4444 5062 8796 5800 12886 6848 8218 13481
[171,] 3734 2647 11220 6877 5603 5419 10144 9803 5859 4437 9667
[172,] 2569 1304 4063 4227 4563 666 2936 5614 1758 4954 3452
[173,] 1150 4742 1222 3796 2209 4742 1634 11980 3598 7413 5044
[174,] 5107 830 715 3064 9107 914 4860 7771 2470 10983 2431
[175,] 661 7481 4041 5264 9951 1858 540 1257 8243 2341 8596
[176,] 3453 9476 7503 8753 10554 11416 12630 10474 10350 8012 12169
[177,] 7398 11381 1746 12257 6410 2570 6852 12604 12834 8083 12602
[178,] 1479 9660 11817 4569 1257 7337 593 12255 3502 3297 1308
[179,] 13645 13370 12445 13560 12161 12783 8347 12689 13467 13301 6750
[180,] 122 5322 796 1325 1104 276 1841 414 1814 281 4014
[181,] 3721 5917 11750 10691 1207 13389 2882 8661 12808 9089 8692
[182,] 10297 2373 4892 8649 2025 5624 5574 8341 8007 9121 7362
[183,] 10407 12646 3858 12829 6109 10259 7411 2710 9881 4132 7263
[184,] 3287 12175 6316 3715 2123 11772 9347 993 10637 5203 7823
[185,] 8249 3745 7270 5990 5559 4146 4056 7100 984 4865 8243
[186,] 8139 11695 9227 6199 8020 12325 2697 9358 6664 5478 5211
[187,] 6802 11078 5126 5436 4055 112 7622 3274 7395 4978 9108
[188,] 9571 5854 6227 5032 12725 2219 3479 9425 10763 8547 1588
[189,] 11283 4804 1794 7226 11762 12193 8077 2389 10391 3625 13554
[190,] 10007 8809 13190 12073 12216 8314 12338 4641 8867 9815 10826
[191,] 5181 4615 8047 5181 4301 12889 9486 4646 1368 3685 9245
[192,] 11559 12225 9966 12788 7978 13526 8452 3761 8757 12465 11594
[193,] 7163 11160 4928 12969 8776 5021 6739 8442 6739 3602 10307
[194,] 2413 7633 8827 12664 10061 4912 6060 4760 12080 10383 9813
[195,] 2427 1625 4945 714 4164 8615 531 6181 4269 4800 3127
[196,] 11927 11393 12756 10736 13419 3961 9299 7966 1441 5186 10737
[197,] 13674 12901 13202 3648 13220 4460 7406 10592 3712 11991 13080
[198,] 6093 2782 6403 11927 9998 3087 7218 5981 10592 2707 10000
[199,] 5659 6841 4117 2027 6924 10078 6344 5904 6125 13462 6767
[200,] 11669 3473 10652 7904 10834 5431 13465 6753 12873 8730 13419
[201,] 4903 2169 2463 11305 10442 6712 9439 4871 6171 10705 9808
[202,] 5298 4178 9519 4156 6491 12339 12940 11691 4411 12336 7468
[203,] 5650 3869 7859 9046 12027 7476 751 3028 9680 7043 13183
[204,] 9190 9098 9475 2848 7291 5240 8764 9694 8726 7635 8163
[205,] 12794 5559 12468 13590 11602 9918 11110 10649 9924 5328 4484
[206,] 13690 8870 2193 9009 2056 3616 2381 13173 8865 6893 8194
[207,] 7015 7771 7753 1719 4779 10149 6197 8877 4715 4109 6819
[208,] 7452 11301 8621 12892 5595 12945 1390 9599 9325 8618 12932
[209,] 13232 12307 7015 10143 10975 12113 7512 10902 4820 9774 7166
[210,] 3980 9685 5578 4637 10333 5605 7131 9914 7588 2470 6975
[211,] 7122 11877 7169 5361 11909 6052 12054 9384 2768 3437 11603
[212,] 4093 7243 3783 8509 3340 1652 10559 8305 5238 4021 12792
[213,] 13170 5622 3644 3184 5102 5093 3135 1365 8375 4507 7872
[214,] 7200 6885 9222 8325 6181 11401 4313 9377 9796 12793 10581
[215,] 11256 2765 12697 1351 5718 4474 9257 6809 547 7101 12656
[216,] 4445 12496 6140 7831 5415 2577 1368 7792 13356 5615 11750
[217,] 11013 7319 12138 13287 1739 10337 12163 7375 12392 5523 9342
[218,] 1875 13512 13284 7360 11911 6901 11410 12211 10946 11484 13068
[219,] 4681 5430 13651 11591 2944 2913 12853 12711 13269 13550 8979
[220,] 2501 7094 8227 11861 7723 11837 6728 8413 11828 11183 6344
[221,] 5377 10999 10135 1762 11348 12377 2895 13046 13200 9140 4273
[222,] 13045 13459 13232 7553 11626 12108 13635 10913 10221 3560 5180
[223,] 6075 4601 7817 1716 4126 10185 13277 1359 2679 8873 5702
[224,] 8364 10440 877 11014 10823 4196 1961 4463 1117 3906 11806
[225,] 8621 2943 9899 8073 12140 4535 11041 3710 1381 7190 3023
[226,] 3721 2507 11815 13503 4599 13306 10109 4351 9379 13032 12280
[227,] 1580 7210 2608 8833 3146 8787 977 6464 13438 3889 11791
[228,] 12416 13368 13423 8090 7592 9179 8316 6871 856 1850 10029
[229,] 6297 2459 1713 3309 3239 12660 10603 5088 10005 9940 10634
[230,] 4570 10928 3333 6321 3307 9707 7397 10583 8379 12502 2899
[231,] 2036 5586 1839 5897 626 11783 3111 7026 10637 6495 2967
[232,] 8172 8485 10144 12349 13361 7094 10630 5175 8919 11831 6909
[233,] 11647 12264 6489 3803 4532 8708 10601 4457 12633 11883 1497
[234,] 3628 4340 4425 10651 5416 8195 10687 2970 799 5444 3793
[235,] 9374 11630 10582 2403 10182 13222 8444 8856 7403 11033 5718
[236,] 3502 13220 3174 3097 4392 3394 9999 5524 1768 8064 11129
[237,] 7718 4399 12377 8531 3823 9218 3881 8998 6382 3078 5714
[238,] 9081 10587 2339 9371 2547 12986 2933 6668 7012 645 6522
[239,] 9714 5720 5848 7533 7093 5147 11894 8129 9993 3033 2191
[240,] 3898 1185 5942 3910 6763 718 8857 4004 81 4479 5093
[241,] 1570 13641 8665 2313 3493 1389 13014 12912 12492 1616 10455
[242,] 2658 9071 672 7065 5459 9593 8550 2700 9811 4920 11585
[243,] 4220 4688 9558 5906 5278 11782 11266 12022 10969 6549 8055
[244,] 4689 12371 276 2959 3811 2743 6624 8205 7884 1623 4105
[245,] 12055 8021 12817 3849 10923 7493 10711 2258 11741 5863 6299
[246,] 12650 4395 4638 5764 8836 12923 7229 1461 2931 4011 5688
[247,] 12155 6039 11499 2124 13212 9963 9846 11537 4195 9989 4408
[248,] 3467 91 221 5750 5389 877 5433 903 1713 2229 387
[249,] 3412 13032 8331 11872 11265 8877 7647 3102 7706 9748 6909
[250,] 8814 2036 8827 9506 1484 13271 3900 11461 8892 12028 7005
[251,] 1794 7319 11404 6157 13498 9434 11381 9299 6093 11468 12031
[252,] 10498 6299 1341 12894 11356 11948 10822 5474 2410 6708 13269
[253,] 11831 5030 12528 9237 1444 5511 5845 3048 10207 4714 10352
[254,] 4687 931 11366 10717 11540 11531 12721 6874 7239 8715 6717
[255,] 9656 12667 9956 8536 10075 4958 9454 3786 2646 3775 7258
[256,] 11573 6234 13478 11282 5339 12371 1973 12109 11037 1704 6272
[257,] 5667 368 7769 5686 3695 3517 4891 1994 10829 9691 9723
[258,] 1043 7254 11095 9747 4182 11374 6962 3410 5571 4558 11788
[259,] 10273 5702 12596 1450 1404 9389 10412 3796 2810 3419 1446
[260,] 6038 4394 11320 6401 4794 12865 9302 5770 11663 11965 8918
[261,] 11024 4889 7189 7600 2731 8088 9958 2342 10172 7273 5159
[262,] 5492 8497 8619 12998 6334 8846 2538 8743 6247 11521 1585
[263,] 4126 10362 7278 4198 9869 12593 2720 8316 11170 11730 11719
[264,] 7080 3937 4931 169 4929 7943 4284 6249 6267 4211 8303
[265,] 3979 2060 6670 3602 5812 2832 8264 9831 8804 1808 7001
[266,] 2155 11386 2007 9854 2612 12982 7083 6673 2527 10994 6523
[267,] 11345 13179 7387 7769 10404 5847 10052 7539 10411 4286 11042
[268,] 12017 11865 9509 10575 12450 12272 10788 9570 6882 9601 10288
[269,] 10719 2998 6993 4881 6848 8272 12917 3942 10981 4624 12523
[270,] 9798 7572 6841 10423 11941 8990 7682 9154 9752 12450 13370
[271,] 9391 2945 13616 10078 4003 10046 6251 11960 8627 7391 3029
[272,] 4855 5972 12172 5439 4056 9386 11320 1198 10948 9540 2056
[273,] 6223 2876 4602 10765 5205 2489 7242 2746 8788 8725 8861
[274,] 4842 7024 8090 4957 2060 2067 3454 5239 423 716 10250
[275,] 1761 825 3961 5586 7947 1911 842 3449 1190 146 5388
[276,] 12479 13154 12502 8589 13201 7360 13635 3971 10221 3586 5173
[277,] 5483 2128 7613 398 3651 10851 6323 588 4150 10481 10106
[278,] 9920 10509 7637 6213 7293 10401 8771 9694 6252 11495 10020
[279,] 4161 12943 5597 13078 4143 5909 1644 7976 8702 8873 2629
[280,] 4476 12481 2419 941 4431 4411 9813 1444 5837 361 6213
[281,] 716 549 4407 1169 3637 2671 3430 5586 1182 896 161
[282,] 9161 9662 11828 7852 6438 6292 9810 3529 3506 6663 3826
[283,] 12878 13462 5907 9254 13024 2069 3456 7454 7970 6806 6621
[284,] 10622 9708 10452 7107 6339 9724 4954 3824 11711 6416 10808
[285,] 5334 5188 13380 10213 10667 10911 5636 11614 6689 8450 13266
[286,] 8484 3503 7764 5747 9330 9819 5969 10607 4666 6891 10526
[287,] 9161 1893 931 10266 4503 3375 6603 3529 2583 11291 4862
[288,] 5547 13224 3500 3479 9983 10429 1987 2601 9442 5635 11124
[289,] 2263 5542 10759 4174 114 6571 13695 2678 11636 6601 13028
[290,] 8287 6368 730 1607 6501 5355 3621 7767 10461 8458 5396
[291,] 6763 10228 1236 11295 3892 3784 7813 10387 10320 5999 7456
[292,] 13511 5393 13494 9913 9369 13337 9225 13141 12657 6878 10521
[293,] 12783 2884 4750 4255 13265 12851 9388 3801 8868 9925 11552
[294,] 3630 1881 1981 4779 4576 2660 3422 6063 11293 8597 475
[295,] 11724 1482 9899 8990 9380 7363 7233 7867 2617 6419 717
[296,] 5109 9921 4779 6321 5803 3129 9399 3615 12533 7662 12519
[297,] 11198 10136 7557 13180 10799 6252 8771 7714 12635 12371 4879
[298,] 13362 684 13281 2108 12351 13142 5107 3840 9022 12046 2867
[299,] 5229 11426 8897 5756 1907 3296 7514 762 6336 7300 8851
[300,] 122 2536 650 2793 458 2626 1263 372 1720 278 284
[301,] 11496 8936 5483 11541 3764 12518 13621 11902 8339 8314 12425
[302,] 4263 1004 982 1373 4149 4129 1705 947 914 8893 2653
[303,] 9177 11197 9441 11963 11276 6024 13206 8684 11902 13164 12584
[304,] 4610 3329 8593 4120 8209 8181 2016 7684 5608 4427 3349
[305,] 1080 5239 11168 8830 4199 1232 9151 11735 12463 3182 1238
[306,] 11437 8200 5177 2660 2938 3767 6689 1209 9276 2671 4413
[307,] 11689 4433 9620 4617 12511 11073 12309 12302 13369 12987 12665
[308,] 3748 4802 3232 6120 942 488 472 7420 3790 7416 80
[309,] 10260 10172 2285 2907 7655 9341 6657 7222 12325 2435 6231
[310,] 6981 12388 3959 13161 2849 6662 4528 9416 9178 3636 10314
[311,] 8972 8982 12912 9164 7252 3245 8550 8140 7799 12043 7141
[312,] 2861 4761 6499 9804 2521 4252 7490 262 5051 6543 6210
[313,] 11867 5833 775 3957 3995 4714 1197 6391 12101 13377 2132
[314,] 5773 4088 5924 6337 9358 7495 7811 3989 11102 6002 2299
[315,] 4520 8406 6450 6668 10545 6150 3714 8663 9360 6794 7425
[316,] 12056 11410 9634 13010 13541 12446 6048 7882 13368 9838 6679
[317,] 7313 1395 971 3626 9907 3315 1027 1378 8903 10724 10749
[318,] 7271 1454 2092 8421 7423 5087 3965 4638 4726 6060 5908
[319,] 11275 3631 6642 5772 7507 2003 9303 12618 2717 13066 6729
[320,] 4522 8549 5336 8726 6476 2444 4352 8761 3070 6301 1490
[321,] 11614 12945 13281 13294 10706 12884 12433 8141 10969 13537 7138
[322,] 838 3116 7411 2149 236 2261 9145 12137 8172 5024 7617
[323,] 5087 5360 10683 5705 3329 3096 10218 3722 6073 9219 9945
[324,] 212 4257 473 2959 9700 3452 8165 13264 777 89 7579
[325,] 1791 1351 4562 3589 4243 3091 3863 2009 12861 10571 11317
[326,] 11138 4720 8574 393 9990 7067 4020 12420 4114 11269 8160
[327,] 7354 8476 11618 7290 7276 12976 3788 3188 9260 4596 3282
[328,] 11434 13359 7722 8092 8440 9890 13291 11911 10636 10331 11385
[329,] 6379 3959 11103 9876 8877 7217 7921 3343 5583 4299 3425
[330,] 6001 4836 6299 7200 4992 10702 5718 8504 4480 12587 4330
[331,] 10694 7590 13407 13309 10923 13204 12705 13534 8393 10698 11818
[332,] 2373 258 2287 7613 2828 2712 6730 3122 3107 8335 7348
[333,] 4532 11829 8416 11952 5066 10210 12513 2449 2866 5086 9993
[334,] 8659 3675 10775 10853 8598 11688 10396 8981 5861 2487 4949
[335,] 4601 9284 11092 6229 7930 7897 10023 3402 8097 5544 13483
[336,] 8946 4745 13313 10396 4468 8828 9454 6943 2041 6117 5716
[337,] 3569 11309 13145 1751 6476 10311 10010 7714 1666 13245 11168
[338,] 9284 11003 4841 3888 9533 11124 6422 12045 11632 6385 4518
[339,] 1505 1310 4386 11731 8353 910 2802 8812 5794 7533 4395
[340,] 6709 5942 12828 10954 12983 11142 9871 8248 11054 12706 13251
[341,] 11641 12660 11714 5971 12385 4230 5049 12420 4116 12772 12053
[342,] 4026 3048 11033 8282 6050 2225 11627 5297 6200 13345 1588
[343,] 13280 12911 3797 11511 12591 12013 11850 12953 7179 13284 2128
[344,] 11829 12674 10842 4933 11530 2758 13581 3948 11059 11106 11620
[345,] 3939 12298 7111 4965 13295 5649 5237 9429 7416 5262 8302
[346,] 6080 2467 11627 1310 5260 11264 13175 4036 5145 12105 13224
[347,] 10407 4871 9273 1113 13501 10322 4544 4343 11847 5553 5212
[348,] 1533 1144 2543 5489 1594 8788 2798 2455 2380 5059 2489
[349,] 10305 11119 6295 11920 7887 6729 3511 9535 6816 5767 5269
[350,] 12527 13004 11507 2486 7781 12128 9821 12461 9064 13363 13254
[351,] 709 377 11813 4877 6348 4261 394 2212 11711 5777 3837
[352,] 12131 13628 7973 9053 12585 13001 11806 927 2681 5910 11545
[353,] 1377 6290 7206 6491 12402 11874 2729 2335 8580 6958 7321
[354,] 5868 12607 2954 9078 8545 2742 2464 2042 6477 7112 10088
[355,] 1097 1898 3562 5621 8346 1362 13004 4577 2594 2892 5494
[356,] 2304 4742 11704 11313 11172 5750 11212 2147 12650 3652 4838
[357,] 12323 8721 3680 1372 2330 7973 3869 4637 3630 2427 9776
[358,] 10995 7409 6772 4004 12402 10143 12059 6257 3732 6920 7030
[359,] 10917 12317 8029 4902 7693 9307 11982 6150 8820 8318 3885
[360,] 4226 7105 5010 9651 7842 6004 1888 6430 3130 1891 8481
[361,] 10915 2718 5702 4831 10474 9379 1597 11471 6472 10755 11320
[362,] 5968 8216 10885 7423 12315 6725 4507 10399 11818 12915 11057
[363,] 12165 12293 4841 3911 8523 1021 6435 12042 7284 1682 12742
[364,] 4062 91 1633 4890 707 1857 8899 509 2497 5607 3555
[365,] 11170 1237 6436 6225 9205 7119 4680 9586 4415 11256 6565
[366,] 3611 3447 1214 549 6094 4403 851 5629 2590 1032 810
[367,] 8394 3780 3343 6631 10578 10192 6156 3885 8725 9950 6210
[368,] 6959 11159 7097 8685 13319 2273 1283 13349 2324 10373 8404
[369,] 10770 6108 7369 4987 3073 3900 6865 11029 1614 4976 7630
[370,] 8770 2757 11701 11920 13065 4753 3959 7037 9776 8561 8131
[371,] 3146 10305 7097 9581 7655 2712 6697 7221 10225 4306 6247
[372,] 7020 3496 3327 7707 10483 7784 12307 8097 8374 8862 4603
[373,] 11827 6583 10548 11099 2790 476 4134 11883 11346 10157 5855
[374,] 5229 1399 735 597 9707 5125 1541 9963 7593 5164 9693
[375,] 4176 10530 1635 846 1091 617 2642 6711 2537 9163 4305
[376,] 7084 10866 11403 10873 13096 11289 4197 9177 5235 11974 9935
[377,] 9037 10398 8336 2240 6319 1796 2429 7255 7747 13474 9054
[378,] 5523 12443 8595 1122 12015 8916 3585 802 5625 13609 5243
[379,] 1897 5159 5018 11268 9256 6992 1491 1794 2300 3806 3442
[380,] 3365 9442 708 1809 10797 1244 9130 10975 12403 4943 3266
[381,] 2892 4121 7538 8819 8818 12291 9148 12526 13209 2907 11788
[382,] 11840 9069 6187 5931 7764 11225 12353 7834 10747 10346 4508
[383,] 9069 8979 2632 411 3600 831 2401 1505 10904 831 4959
[384,] 4697 8143 9077 12851 12570 5475 7755 6108 7877 11079 5175
[385,] 7915 8235 7091 5451 13316 4797 2668 10393 5468 13156 12171
[386,] 6805 11390 12407 12760 13181 12521 9581 10727 12113 13123 11897
[387,] 9467 6513 8707 13012 10285 12146 3014 2825 7078 11154 2621
[388,] 4892 10986 3058 6476 3786 6620 5561 4075 7872 2580 8372
[389,] 1243 4307 1214 1009 2315 382 2548 8819 3509 2691 247
[390,] 540 8234 1270 9304 7022 502 8003 5245 4363 8608 8699
[391,] 4255 10375 5722 7299 6298 5089 8713 9602 13146 11468 2797
[392,] 2808 4992 1224 4585 7046 5054 8051 6432 1122 9616 7701
[393,] 9447 782 4154 7234 5896 8588 1438 6302 10391 7406 5515
[394,] 9486 1930 6648 10758 7552 4592 7121 12284 7250 12417 13025
[395,] 13274 11540 12587 9186 2923 4720 3172 13407 11392 3619 13088
[396,] 10217 12705 12843 4965 11147 6636 7592 10928 10763 13403 12988
[397,] 10410 7896 4800 10097 7096 8836 10605 9161 13146 12529 7844
[398,] 12195 11543 9943 10774 12234 11022 7519 10765 1958 13342 12828
[399,] 8851 9919 5541 13650 9525 7816 6303 8877 13466 6477 6997
[400,] 2269 3495 11656 5897 1516 5745 10185 1495 8324 11041 10797
[401,] 5836 8332 2537 7202 1528 12577 1463 9466 9371 3454 12913
[402,] 8239 7920 8080 13236 9031 6237 13119 980 2879 4132 12120
[403,] 13367 11952 3382 4585 2533 13308 10884 7728 5587 12668 1866
[404,] 645 701 5866 880 5561 12316 134 3786 2648 3777 10924
[405,] 3453 11241 12885 1074 8924 10314 1358 10305 1572 4497 6331
[406,] 11884 3558 12339 8504 3765 12547 4980 627 2014 11798 11974
[407,] 8732 3889 4884 12568 8573 10037 6657 5046 10109 4644 10200
[408,] 13529 6597 10658 12471 8442 8293 9388 11254 12572 6370 13493
[409,] 8842 11875 3096 11255 11441 6001 12180 12077 12376 1931 11099
[410,] 565 1904 516 9841 1610 926 348 2638 7045 2864 2508
[411,] 5784 7225 10286 10178 6056 2258 2782 9466 9280 5762 6590
[412,] 4634 6427 3519 10244 5437 12989 2080 5535 5764 6857 2513
[413,] 2388 885 1213 3714 155 403 503 1345 187 5026 421
[414,] 12602 8008 7905 9246 12512 3681 4235 9281 10633 11782 10653
[415,] 3003 12850 4556 11466 13186 6473 11718 2785 5960 7714 12950
[416,] 8873 12738 4690 11238 5929 4973 7578 5141 8920 4801 4666
[417,] 9100 5999 8553 2426 3938 4011 5564 6429 1110 5092 7465
[418,] 13328 9729 9676 12458 8533 12161 7194 12692 8515 12307 10653
[419,] 1048 584 598 8896 3560 3463 598 1330 344 8664 2518
[420,] 3339 2441 11146 2325 8369 7898 12955 7629 8147 4952 5308
[421,] 6271 7299 7144 10989 11978 3205 1706 745 7471 7333 2797
[422,] 5525 5240 2631 3427 4588 12346 3668 11716 9334 887 9635
[423,] 11726 3143 10214 5958 2060 7635 5247 2386 892 3411 8212
[424,] 12772 9849 6913 5783 7590 4560 6124 9821 9899 6893 6060
[425,] 4313 9442 7143 12222 9747 8898 12169 7275 5415 6674 12863
[426,] 8756 2011 10254 9697 2261 3012 4994 3904 9626 2864 9113
[427,] 4908 9055 13029 12820 12206 12153 8459 10044 2841 8923 5025
[428,] 11377 2822 10195 9181 400 13094 10259 8080 10073 10649 10055
[429,] 9311 2998 8135 8221 5690 3525 5835 1592 3110 10015 371
[430,] 11759 13458 5903 11845 5637 12110 8835 10892 10680 3560 6269
[431,] 11270 5501 7759 4654 11478 11011 9377 1997 5963 7553 12662
[432,] 13697 8963 6730 11815 10690 8093 13137 10749 2670 7317 12799
[433,] 13036 7883 12993 13272 5820 11038 13536 12660 13479 10158 11925
[434,] 2095 4322 6572 11026 9150 7308 11473 9716 1788 4222 432
[435,] 13753 13354 9619 13571 13379 9113 13418 4696 13630 3044 4489
[436,] 8114 10472 13390 3044 11945 12938 1352 2342 4265 1683 9340
[437,] 2014 3366 6132 1606 1942 1975 2164 6720 1819 9505 7706
[438,] 9376 8752 11264 9481 13537 4492 4134 5820 10529 8824 5814
[439,] 11388 12891 13490 9042 5653 9868 13056 1338 13522 10693 2644
[440,] 9447 4804 6260 7204 9590 8584 11524 10331 10393 777 8448
[441,] 2362 4052 1224 7901 692 3025 5764 4286 4364 10490 2586
[442,] 8322 6759 2624 2808 7096 7062 10266 12751 1282 4132 1542
[443,] 3003 4484 13166 11761 4694 11181 2242 1477 8424 8402 7881
[444,] 2799 4338 915 8385 1913 4416 594 8824 12834 9681 9647
[445,] 4859 11388 8757 4625 10273 9309 10162 2752 10493 8682 8819
[446,] 3779 10753 11443 13611 5663 2705 13255 5671 12661 7695 4477
[447,] 10848 6542 12175 5420 13269 10067 6075 2153 4123 12241 7073
[448,] 5855 4086 8098 5028 4880 12574 9880 11655 1560 7162 8473
[449,] 10653 6740 8572 13180 8092 10940 1672 2997 11516 13523 10113
[450,] 4250 7283 6461 13544 12484 11352 12995 8657 8194 2811 11109
[451,] 7668 10763 7295 4786 7013 13094 12486 11969 13277 12518 11533
[452,] 4010 12996 12207 6566 5055 5772 5734 8490 3094 9112 7284
[453,] 8860 2186 2969 12822 8641 6886 5331 9960 9794 6047 5885
[454,] 5726 6924 12177 7182 11132 10083 2437 6305 6138 713 5035
[455,] 10694 8012 2448 2965 1027 11229 8037 9433 5525 9539 6548
[456,] 4691 3008 10798 2129 9277 2743 9837 9209 11731 9007 5091
[457,] 11393 5836 10847 4933 11632 7505 3757 9266 6622 5918 6422
[458,] 12544 4520 7692 9000 2883 8305 11189 4599 8509 8741 10651
[459,] 846 3395 1243 692 2324 1956 306 6723 8297 5646 204
[460,] 13048 12120 13051 12099 9432 3554 6124 11298 9945 12967 12087
[461,] 8393 5792 13292 9788 5381 12254 9769 2983 8696 7848 7300
[462,] 10105 3574 12683 13384 13165 9217 11718 12356 12552 6534 11925
[463,] 10841 6808 9009 11124 8520 13043 7592 10727 7715 7817 6173
[464,] 1610 3882 10984 9294 9690 2176 760 2387 596 10453 2220
[465,] 8100 3520 8837 5754 4278 3323 7127 6865 2920 2965 11249
[466,] 10162 3833 4109 3542 1515 4746 1213 7006 595 3841 1104
[467,] 13364 12415 13285 13170 11230 11276 9771 11700 7345 8956 2090
[468,] 8768 4817 9824 12116 1993 11190 11347 12070 12906 12794 9003
[469,] 9043 10621 3734 5987 11343 8990 2284 9153 5261 13275 12469
[470,] 10821 5445 12992 13303 12551 13322 8271 13514 8456 12487 12658
[471,] 11859 2946 13399 8124 6018 11710 6283 11412 6143 6198 3029
[472,] 13261 13509 12003 10802 13561 11551 7233 11318 2617 10684 10061
[473,] 2155 13625 6566 10253 12446 2687 13412 13476 12503 4416 5555
[474,] 10755 8263 12525 3862 5692 7508 8090 12054 10125 8339 8547
[475,] 12854 2889 9289 10858 11097 6547 12391 2118 4013 10270 7730
[476,] 13721 12094 9809 8095 4706 10509 11283 5726 10870 7061 5639
[477,] 4083 656 11388 9498 12638 2325 12863 11852 7263 5879 11997
[478,] 5944 11393 11683 2886 12319 5746 6104 7032 1934 6915 3759
[479,] 8113 8085 12117 2365 6291 12658 7667 9379 12159 8797 3691
[480,] 8473 2596 4450 8372 6421 10424 945 8776 1788 3283 3384
[481,] 13127 13259 13555 9466 13551 8318 13533 11871 13409 7112 12730
[482,] 2826 588 7677 8896 8346 415 2048 1906 1846 1374 872
[483,] 11119 5996 10369 9433 8790 12248 8906 7567 9706 3915 7465
[484,] 8040 12256 5836 11130 3987 4019 8458 3878 12204 7831 6884
[485,] 574 5068 5212 6675 643 5024 9172 12842 9358 6016 6489
[486,] 11064 8513 6481 3412 2648 9605 6538 11181 8750 11214 12463
[487,] 1568 10584 4388 2342 6438 11983 13518 8803 10451 5123 11795
[488,] 12991 1930 4501 10703 8436 6519 7099 10574 2623 8674 8782
[489,] 4399 2146 9519 2850 11453 2512 6534 1378 3081 4955 4895
[490,] 8309 4249 8530 6217 8209 7980 11441 12187 12165 9923 7129
[491,] 11555 3747 2224 11499 6141 13535 4057 9035 9997 5255 6165
[492,] 5303 12259 5870 7889 6570 12650 7411 12429 10828 4920 10914
[493,] 11422 12923 12176 3381 3085 10678 4214 9465 10955 10188 12515
[494,] 1042 6306 13146 2556 6163 8735 2531 6591 1013 3884 688
[495,] 10730 7656 8717 8479 13530 13023 12347 13521 8409 12985 11327
[496,] 5378 9194 6097 8636 4272 8180 10096 4422 3190 9139 2399
[497,] 7983 925 10672 11069 10324 5862 8665 7248 12191 11706 6885
[498,] 1651 2816 1040 6932 6706 9146 1616 9821 956 5664 4926
[499,] 6724 11085 13546 12205 11747 11220 7799 7409 3212 10040 9419
[500,] 7790 608 13301 4818 9659 6635 10186 12998 4683 4561 5853
[501,] 5472 2128 3196 1300 8856 10282 3136 13448 10878 358 3627
[502,] 9824 13525 13473 12708 10042 11951 12969 10313 12784 11850 9359
[503,] 9193 2209 9549 5537 3388 12624 11276 2997 12966 12547 9321
[504,] 1150 5841 1774 4997 669 1090 2062 7420 2313 1728 8676
[505,] 2472 10854 9751 4676 5215 6881 6197 5722 7547 3990 4500
[506,] 3787 2822 1027 2008 2059 460 2382 10765 552 6902 716
[507,] 4946 7598 13419 6504 4750 12542 3920 12934 7206 10288 13341
[508,] 12972 11898 11129 2338 8080 13311 7678 10514 3885 5800 6034
[509,] 3334 6186 6485 11680 13104 10173 12611 9645 1631 13177 10333
[510,] 9762 10627 3455 6659 13513 4248 6024 13204 8903 9748 4760
[511,] 8103 9165 10119 5192 9741 12657 10606 9376 4860 6630 11579
[512,] 12889 9079 13029 7001 6660 7360 5125 10709 10635 4757 3944
[513,] 10830 9116 4093 5893 13701 10072 6387 13220 12106 13280 13181
[514,] 13548 12928 4755 11489 8540 12994 6187 9011 7586 5731 6060
[515,] 1378 8966 3651 7525 8196 5136 1689 2738 7233 2425 8044
[516,] 12972 7440 9514 5519 6224 2547 10889 4405 10354 1704 850
[517,] 4922 10276 4142 10536 4084 112 7624 6404 10102 3891 7108
[518,] 4787 9227 2407 3159 7738 2845 9875 5037 2941 229 4107
[519,] 2147 13420 1292 13456 2426 10238 11644 4398 3367 9127 4269
[520,] 11243 6444 12334 13010 11511 12445 8185 9776 13365 11411 5569
[521,] 6060 3064 3056 3360 4768 2324 2659 2320 8007 11637 6254
[522,] 10313 9196 1262 4482 11170 3067 10080 3296 13583 1250 5336
[523,] 4948 5617 5773 6366 13647 8458 8524 9828 11608 11686 6976
[524,] 13468 11646 9937 12116 12608 6550 8662 5841 6145 5369 9297
[525,] 3593 3798 8623 9170 9990 12667 7486 1559 10777 9598 7141
[526,] 6320 13032 6831 13283 11426 10854 9725 4050 10002 4842 7949
[527,] 61 7212 1235 3978 6048 774 4772 5319 3322 4978 851
[528,] 7894 2757 4508 11768 13664 10089 3952 11986 2014 11798 5735
[529,] 5006 11096 6240 12753 13472 4781 13351 9499 7390 7198 7280
[530,] 13550 10681 12730 9985 13390 6529 12787 11335 4771 10280 8748
[531,] 12814 13451 11428 13325 6665 9193 11797 3686 8331 6485 10022
[532,] 8705 3107 11058 8826 2074 3056 9109 789 6958 1018 5344
[533,] 280 1303 897 1062 1635 1949 2937 8842 3528 3910 612
[534,] 10779 11136 2263 1784 12132 12813 13367 10911 12969 8236 4401
[535,] 669 2140 1710 382 9038 8986 8543 13464 8908 11729 9235
[536,] 3996 1449 8916 10730 12748 5610 8609 13329 8943 11731 5857
[537,] 11739 9126 11526 3877 7766 2757 13193 3948 10984 12283 7435
[538,] 7281 8508 13099 10473 11853 11886 13686 9354 7931 7935 7333
[539,] 12935 6876 4826 8566 10798 4226 8756 5875 3992 6130 8303
[540,] 10537 5291 1137 2233 8227 1877 10117 2565 11990 5637 12225
[541,] 11710 10699 11880 5280 12059 9113 10295 4695 5864 7693 9795
[542,] 6918 5405 11931 12910 12962 4621 8199 11252 8500 10163 8011
[543,] 6890 9299 10056 10457 8621 3685 3487 7260 10231 6933 6246
[544,] 12143 13458 12813 3874 5722 12115 11980 7167 9944 5872 8794
[545,] 3289 7777 5835 11128 9712 9527 11834 6042 3664 9257 5724
[546,] 1082 9575 12938 13250 5252 6262 12998 5462 4486 4500 12924
[547,] 13614 4942 5064 2422 2861 12126 8838 9221 5216 5920 9885
[548,] 5869 7792 11236 8480 10135 8433 3114 12651 4746 5859 6867
[549,] 4063 512 2316 6725 7057 397 2151 1876 4589 647 2415
[550,] 10145 10197 7383 3981 10414 1540 12151 13343 8076 11786 11054
[551,] 7005 12386 4214 8828 13586 12202 11666 13504 13583 8552 7559
[552,] 5908 3033 13368 10940 3778 6618 9892 7266 12923 5516 8357
[553,] 10572 2972 6464 13296 11469 10790 10457 2982 13168 13388 11608
[554,] 10701 5364 5517 7945 12535 9219 10976 12295 8360 12473 7726
[555,] 10107 12898 11640 3774 6020 2923 9392 13324 11433 8867 11475
[556,] 1832 12177 9714 12643 11683 4013 7317 11254 11602 13067 9828
[557,] 13631 13366 13345 8073 12942 13204 12730 6915 13513 11408 12081
[558,] 582 8643 4393 4501 7343 1918 812 9726 7018 8984 980
[559,] 5021 468 7087 2497 920 2159 4840 10233 9191 465 6289
[560,] 10218 2254 2483 8250 372 10083 10737 5266 6136 1136 3419
[561,] 6247 11893 6016 1809 12374 8085 12095 12476 5147 8962 11943
[562,] 5465 4305 11830 11048 3559 10423 9999 10544 8265 6145 8589
[563,] 2311 13292 11690 4387 10444 3819 12499 11458 10072 9265 8127
[564,] 12336 4490 4606 6893 9030 4249 6086 4638 4726 6064 8090
[565,] 10540 13625 3170 10246 6409 9086 6835 6690 7041 2540 8603
[566,] 1196 1450 6701 11756 599 9325 2242 6932 5147 9437 5718
[567,] 12305 4582 11334 9080 12641 6866 9495 6904 7134 7563 12431
[568,] 2549 6219 13254 1642 4203 11349 9933 9360 12392 12598 10998
[569,] 9621 4146 7129 717 4299 6821 4609 10230 9261 8167 5102
[570,] 13742 9787 8947 7992 6833 13422 11311 5240 7695 11972 10669
[571,] 9694 6256 10152 10498 11939 8942 9755 10985 3926 4016 7023
[572,] 6168 7293 13092 6520 12484 5035 4803 2350 2300 4810 9531
[573,] 12675 11911 12241 8754 13502 11945 8985 13426 6855 10971 12159
[574,] 2680 4276 1065 936 4414 2624 284 2957 1789 3159 401
[575,] 3898 8905 12010 10043 10280 13255 11064 5845 12520 5322 11888
[576,] 3020 3212 8186 3352 11814 9340 952 9554 11818 3659 3227
[577,] 11340 13157 6748 2955 5722 13413 7555 8268 3950 4702 7793
[578,] 12695 6340 5263 10600 7310 7208 7720 5466 10099 5402 4001
[579,] 7502 11830 6495 9749 1581 11846 12221 4295 8107 10212 10431
[580,] 13512 12378 9384 8231 11767 10101 2847 11030 3346 5706 6462
[581,] 2646 6292 13477 9312 12804 13179 2718 6293 2274 8141 5170
[582,] 6833 11148 3039 3180 2861 4690 8838 8294 11019 12115 6311
[583,] 6380 8471 2428 5372 11376 9737 9968 12802 9247 6826 6638
[584,] 9461 13232 9638 10312 7663 3638 4963 13516 10545 4653 11332
[585,] 6042 651 5609 3588 2844 4933 8208 8966 563 5690 5592
[586,] 11787 13236 9737 9949 5643 7362 13031 5699 13376 6331 10466
[587,] 10827 2747 2055 8942 11501 12452 11712 10701 8627 4108 12389
[588,] 7345 10929 5866 10784 7274 1812 7481 1383 5026 5729 5023
[589,] 1430 1278 471 4050 7320 3469 3840 11781 11310 2394 4319
[590,] 2777 3441 1966 3497 824 6350 7738 414 799 7888 8151
[591,] 10986 7348 4723 5378 13105 13106 8708 7657 10018 13272 11459
[592,] 12524 9883 9930 6976 13414 12011 13100 12678 12571 11990 8992
[593,] 11433 7606 4542 2707 13190 13236 8280 11361 7603 13009 8782
[594,] 13441 4518 9732 4818 11773 6530 2296 10039 6394 1426 7744
[595,] 7409 1829 5031 2233 10712 4347 1328 5523 6981 10984 7570
[596,] 5945 4370 6634 4635 11805 10013 11724 1484 9506 9207 5592
[597,] 12596 7038 8084 3973 6839 4496 8872 6324 10614 13607 13254
[598,] 10567 7992 5330 12992 11997 8004 11274 4969 8983 7468 3801
[599,] 838 6116 7421 5035 236 6786 7065 9491 1702 6238 7641
[600,] 6908 8726 6702 12268 13684 3670 8222 9951 7625 13412 9810
[601,] 8395 11874 12929 8762 10581 9463 9986 7634 6852 11068 10337
[602,] 7377 9598 5713 936 13356 8229 12104 2953 5807 13312 9051
[603,] 13132 11137 13363 8222 7604 5502 10894 9263 6636 10271 6272
[604,] 4584 8387 11200 6710 2531 11850 5768 3423 11269 11285 12276
[605,] 1069 7209 1869 6678 3989 8634 5886 12832 12805 10869 7559
[606,] 5889 11407 11973 12007 12197 10610 2432 11835 8487 13119 5643
[607,] 12419 12062 11831 12790 12061 9173 13613 12943 13376 12983 6661
[608,] 1082 4146 7488 7316 3360 4037 10943 1794 4455 5710 4263
[609,] 3159 2405 8169 9577 3005 1515 2884 3082 4242 7971 7556
[610,] 4201 9938 5765 12931 8791 10758 9391 13330 7292 7832 7951
[611,] 4037 2275 3296 2547 2984 4871 8893 4307 5709 6013 5265
[612,] 5859 3642 1436 11542 11086 1012 13095 13399 4007 5672 5842
[613,] 13112 8169 12845 9266 10233 12123 11502 8239 11069 5979 3402
[614,] 12016 1651 3356 3115 2531 11916 9085 1817 5693 6773 8626
[615,] 4083 4846 4928 2990 633 7782 6728 8321 10204 8023 7491
[616,] 10053 11844 5916 3170 9529 2768 5838 3042 10140 2574 6463
[617,] 4777 13381 12463 13430 10285 10007 8313 4618 3690 12695 4541
[618,] 7876 2022 5701 10732 12725 4665 9670 7208 6169 8903 12984
[619,] 4597 8538 6387 7317 6162 13289 12633 10435 5591 5484 12923
[620,] 6634 2306 4270 4860 4236 1256 6378 5466 12622 8754 3837
[621,] 6647 11450 9680 8067 10115 11038 13535 2769 3587 12984 11819
[622,] 2681 12832 2413 5673 1918 3481 3430 4956 12837 1311 3068
[623,] 12198 7689 3218 10087 7009 3788 11199 3572 9631 7365 8109
[624,] 7968 12053 1425 6840 2839 9447 4973 13490 5917 801 4493
[625,] 11808 9788 5571 5784 8471 7365 13439 10593 4763 6890 12403
[626,] 10925 9214 8176 12586 7829 2708 10736 6158 9126 10908 9441
[627,] 13178 2965 4608 9430 9917 6078 11262 1946 8671 6110 8081
[628,] 12458 11463 11919 4133 6701 8334 11080 13129 13287 10241 6901
[629,] 10950 11826 7411 9698 4069 2225 6925 8517 4328 9108 13525
[630,] 13674 7715 6912 9007 10966 7376 6114 9809 9899 9778 8191
[631,] 10181 7006 7378 9292 5893 10695 1438 11062 5656 2839 6461
[632,] 1597 3434 3553 11034 1249 7316 12282 1271 12828 2340 2521
[633,] 10045 9756 10526 1385 13619 8283 13059 12275 9497 6887 5562
[634,] 5610 12200 10323 2808 3213 11379 3128 3923 4887 10784 8144
[635,] 3021 1175 417 7239 2812 2848 1874 5057 423 3592 3098
[636,] 7899 1373 10549 10327 2843 12134 13252 7938 10525 11421 12426
[637,] 11291 11699 11357 1005 12879 11625 7498 7161 12137 13447 12325
[638,] 8951 2459 3414 1639 4475 7092 4315 6506 6522 1320 5680
[639,] 12514 13257 11852 11084 6610 12066 7344 4685 8428 8288 9795
[640,] 12967 11976 11777 11954 13133 6970 9052 12866 3309 8623 6587
[641,] 8608 4461 12890 2079 3867 11234 9250 10036 7780 4088 8108
[642,] 5278 4657 3830 10412 5200 3309 7336 2101 7614 10180 10893
[643,] 3551 2563 3513 11027 8251 6322 5679 4492 12483 1069 1761
[644,] 2543 8356 5010 10216 4556 6043 11551 4439 4279 1925 11806
[645,] 6250 13026 8329 4030 9763 9641 6534 10970 621 6392 3544
[646,] 13440 678 3184 5785 2919 6527 11939 2883 5168 7549 4726
[647,] 11111 11965 5874 8339 9920 10380 3356 6579 7509 4046 5033
[648,] 1279 11825 8553 13302 7905 10126 5310 7567 10016 11193 11945
[649,] 11590 11961 4940 2271 10682 4283 12974 9341 425 12638 1673
[650,] 10913 12610 11962 9952 6711 2813 5219 1097 10625 8715 6756
[651,] 9553 6441 11288 10710 2839 11666 10156 11343 11341 10694 12984
[652,] 2382 782 2522 1571 9673 1614 2907 8548 1676 3628 788
[653,] 614 10052 7810 5313 11299 10756 9457 13018 6259 10220 8946
[654,] 7612 3588 10591 13081 13449 13242 6070 11944 4757 10701 5837
[655,] 7175 6033 2642 8258 9679 11786 9654 7482 10716 12252 3689
[656,] 11750 13461 12753 13038 13549 11125 11285 12042 13300 5352 13421
[657,] 9539 1369 6597 12025 12189 7527 3972 10599 7239 5185 5812
[658,] 13434 13238 13295 11508 13173 10505 9416 12678 10548 12285 11218
[659,] 6542 4342 4460 4499 2592 2645 8027 2569 525 5825 1035
[660,] 7813 1111 4155 7199 3041 10112 4645 4217 12803 12587 10396
[661,] 11147 11309 5256 7703 13085 11898 11623 12185 3273 11726 10423
[662,] 7504 13537 7649 7843 5509 9042 9785 13427 4545 8577 6005
[663,] 12870 6053 10832 10938 11631 2030 8099 12058 10127 9039 2536
[664,] 10106 7904 9668 11124 11090 10552 11172 13403 4931 12020 5746
[665,] 8905 2555 1644 1133 4402 3405 8167 8803 5806 9168 808
[666,] 9396 10315 1810 11653 10409 11728 12149 12810 5542 13016 13263
[667,] 1183 6943 8187 12180 11153 10041 8888 7467 7966 13540 11631
[668,] 2111 4051 1928 3906 5035 4904 10875 8496 1631 2266 10398
[669,] 3037 2015 10509 13547 12174 13263 1551 10703 9566 4731 5592
[670,] 11677 3481 12301 8955 10112 11997 10133 8959 7086 10560 12665
[671,] 5920 4567 7804 11088 10341 7561 11837 8922 4780 12836 8934
[672,] 6042 10618 1453 10304 599 3971 5999 5816 2963 9706 12028
[673,] 4487 2130 1896 5627 8287 2413 9430 3853 10960 2917 2867
[674,] 7952 7143 7077 3181 4775 2891 10910 1147 3122 448 5325
[675,] 13536 7736 9304 4749 6829 8515 8345 2875 5848 12819 11506
[676,] 10681 2713 12301 6846 12063 10523 12310 12293 12057 12997 10471
[677,] 6589 11905 7570 8782 11295 4291 11575 12873 5621 12362 10317
[678,] 7002 7231 4210 2432 3147 3921 2903 12168 6978 530 2497
[679,] 10018 3844 7301 12165 6843 11218 13365 9424 1593 13358 13554
[680,] 2890 9634 1978 11029 9122 13186 9179 5535 13048 5603 12225
[681,] 1757 7459 3079 1574 4111 4357 1495 13364 1746 4611 12229
[682,] 9264 12304 12811 10185 12097 9242 10733 10891 11789 13454 6261
[683,] 13349 12221 9836 9429 2393 3281 7665 7305 9862 9727 8911
[684,] 9660 10331 8228 11902 3801 5020 7035 6200 12756 12184 1639
[685,] 13043 13113 13620 8160 7011 4714 4022 7009 8961 6187 4807
[686,] 1910 10361 10337 7718 3276 13131 1967 6522 11899 11728 9388
[687,] 11282 9103 12750 11616 12549 988 7541 3052 13101 11769 12337
[688,] 9504 10109 11043 12211 4906 9395 6656 11645 5529 8551 13101
[689,] 6173 12238 9033 9878 10443 5071 11896 12736 8889 11718 11595
[690,] 12939 10385 12122 6174 12799 5273 8973 12083 13198 12209 3108
[691,] 11133 12816 10400 12231 11991 11447 8017 13357 11210 13609 13106
[692,] 13553 7695 12738 7492 11090 7436 13539 10009 5164 2407 11375
[693,] 10157 5450 3189 1727 7737 5450 233 6766 1448 5946 11351
[694,] 9037 11885 9295 1593 9817 2537 1176 10265 7748 13083 11323
[695,] 1572 12020 12668 4228 4448 7338 12282 10556 1750 8093 2594
[696,] 13695 8512 5865 9138 12431 6208 11422 3139 2752 4206 5005
[697,] 362 11626 4066 3184 7061 803 4091 5684 3998 5164 1952
[698,] 10147 2177 3218 10881 6012 3767 2371 7005 2795 4982 9105
[699,] 12735 13121 12787 13616 13410 13404 12334 13155 13397 7739 13243
[700,] 7612 9683 11294 7487 3833 12416 4938 11947 9975 13437 11955
[701,] 8871 12629 11337 13499 4235 11276 12786 10095 13107 12484 12988
[702,] 840 6045 12854 5672 8632 2902 10929 8370 6652 9049 7680
[703,] 12770 9847 6913 9968 11608 12009 3172 6794 4763 6887 8193
[704,] 13570 13393 10247 4832 13270 4733 11303 4189 5281 12522 4908
[705,] 7203 12409 10911 11861 10522 9644 8973 9351 10287 10419 9356
[706,] 12268 9935 12716 8524 10464 10650 9517 11480 12071 10321 6980
[707,] 2674 1255 7852 1375 2545 1333 6590 6050 5764 4219 1929
[708,] 4026 11782 11038 4387 4959 5779 5316 12502 8940 7002 4728
[709,] 122 3352 650 2613 2319 2625 3411 138 4629 278 1981
[710,] 9324 12752 5916 3896 5692 7508 6994 11544 12714 11576 2539
[711,] 3703 2209 9537 1190 9705 3220 3183 432 656 2077 9311
[712,] 4851 13004 8116 12956 4852 7500 12128 13056 10124 9042 9440
[713,] 9984 5357 11268 6830 12889 7511 10976 13440 12854 10689 9009
[714,] 2721 2127 8334 1407 5306 7046 2427 2791 4067 2250 240
[715,] 12400 12041 13554 8473 12551 13220 4974 13278 8456 10286 11920
[716,] 6271 2089 4584 13078 9985 2404 7341 3595 6427 7269 7748
[717,] 9117 8479 7591 10587 5579 9648 2703 5484 4421 8595 12933
[718,] 8068 10468 13533 6186 3350 10831 8961 10299 9260 9128 5202
[719,] 1543 1904 5478 10256 6443 1948 6920 1906 3546 1047 1320
[720,] 4749 13375 12442 10336 12166 13028 8436 5879 12555 8397 10028
[721,] 10241 8285 12855 11845 12184 3754 6984 5073 13549 4646 8565
[722,] 6342 6713 11326 6924 11919 9724 11975 13467 10723 11729 13072
[723,] 13347 12857 5618 7969 4149 7157 5992 12361 13262 11443 9693
[724,] 13683 11740 3712 3849 2873 3512 9565 7403 12881 12441 6728
[725,] 6894 4827 7053 12699 4771 4697 11533 12473 9170 2301 7315
[726,] 611 3383 1957 2396 1885 1903 3408 575 1740 2716 2248
[727,] 10457 12419 1117 13395 12371 12334 10782 11592 1575 10892 11651
[728,] 10988 7849 8032 4267 3217 4973 11378 6225 11499 8795 6886
[729,] 10164 5453 8360 7095 4867 2913 2261 10023 5902 7380 667
[730,] 6728 4452 4111 5954 2891 5739 1587 10786 7379 4159 4803
[731,] 6980 6121 4212 2596 5985 1626 3520 12536 8177 7452 2366
[732,] 1385 3107 11604 3092 10824 6175 11680 6285 12782 13026 4467
[733,] 4178 9399 8242 4043 1665 5991 1975 5131 5511 1722 6279
[734,] 10797 11803 5094 8289 11751 11714 9830 12811 8069 7394 11684
[735,] 4882 9952 1513 8528 7828 3731 11212 1494 10893 5959 4707
[736,] 6321 4872 10128 1630 11978 10301 8931 1678 9233 1978 10989
[737,] 5496 2128 11192 632 10746 8860 2403 2978 6583 10486 6143
[738,] 8357 4850 6417 13173 4077 12248 12032 6431 6205 6268 1019
[739,] 5865 6658 10769 2683 8518 3610 13290 2784 7629 5671 4943
[740,] 9291 12066 13205 12513 9418 13013 11807 9855 12527 11700 8745
[741,] 7129 2319 701 7290 8866 8787 10794 10290 4303 2306 9409
[742,] 3753 1081 781 643 3996 6751 1095 698 2785 7389 2219
[743,] 4670 12957 2491 3006 949 2946 1269 9426 5521 11631 3215
[744,] 7180 9971 5629 13075 7386 2471 7343 3607 1315 6113 6805
[745,] 2250 6660 10771 9077 3736 2740 2360 8948 8810 1210 9216
[746,] 12658 9494 8262 9310 9887 4222 2881 3130 7943 6703 8377
[747,] 4932 2764 9706 12023 5812 11675 8278 9951 12179 7168 5600
[748,] 1378 5622 4723 9562 7287 560 11969 1416 6304 1674 7045
[749,] 8798 4078 5194 12211 7838 12864 4488 1180 6915 10465 7435
[750,] 12939 3956 12118 9657 11371 7164 5617 3140 6115 6065 6301
[751,] 4218 9962 10778 12663 740 5951 11126 12438 10524 8828 11568
[752,] 3511 5323 1746 4096 3439 7313 5936 8819 3502 8079 11122
[753,] 11990 13574 5874 7360 7274 8128 9764 11752 2887 6645 9280
[754,] 9380 12072 12992 13684 10418 11037 11171 12698 10595 13595 9705
[755,] 10620 10134 12252 10616 10695 12725 12968 7721 9306 11665 12893
[756,] 11014 8422 7963 8321 9913 10298 12086 7348 11658 12424 13056
[757,] 5551 7501 5429 12900 3469 12984 4706 12898 9450 4605 12606
[758,] 12637 12272 8423 3963 4991 4851 9020 13225 2416 4976 11145
[759,] 6468 567 1696 193 863 233 864 6739 834 3810 1732
[760,] 980 3358 10177 464 5554 2694 6763 7805 1728 8491 5548
[761,] 12812 12128 13019 12488 10235 4467 10371 4719 11415 5291 13373
[762,] 761 884 6535 490 1321 1903 1012 6722 2474 3901 858
[763,] 12879 12224 13628 5966 12262 13090 8664 13325 6164 5360 2997
[764,] 11104 8430 10154 1812 7476 1844 13180 1702 7741 6092 7023
[765,] 5213 1710 6104 2191 5924 7947 12665 9514 3174 2709 5546
[766,] 4943 2765 8889 12028 4784 3680 6096 10582 920 8157 8013
[767,] 13723 7736 6914 8014 7757 9149 4129 13173 1863 6892 8195
[768,] 6071 3466 5659 10345 8989 10709 12521 2091 11499 11511 10720
[769,] 7799 4942 7277 8254 9532 3669 8655 5028 7602 9221 4720
[770,] 6096 3819 12393 2515 11999 4019 7388 3878 9857 4894 6905
[771,] 12271 11550 12459 12796 13414 4585 7302 13156 7213 13477 6091
[772,] 1216 785 10308 5464 4961 6799 4749 13074 4328 11068 5303
[773,] 11997 4704 6336 7405 297 10785 3216 3594 2876 12547 7118
[774,] 7983 4978 6028 11861 9508 12289 5569 9313 12749 4356 5151
[775,] 12927 11642 2096 11499 7969 12669 6230 11922 9862 8723 9775
[776,] 4632 1900 363 8896 7457 257 1836 5624 829 3948 705
[777,] 7629 5433 13543 7027 13257 12556 8284 12383 8331 11099 12305
[778,] 2266 12717 13548 2541 1423 2188 4276 6424 7836 8508 9104
[779,] 12939 5721 2239 12944 9889 12921 13463 9980 9806 10816 10130
[780,] 9922 2994 10463 6002 6340 5255 9556 13021 5352 12077 9153
[781,] 11414 11752 1016 11131 11096 7494 9665 12048 8627 9414 8897
[782,] 8911 7621 5633 1374 2330 7955 4981 10586 2645 3751 6694
[783,] 3345 12405 2862 66 6315 3209 7660 8385 6465 2118 8093
[784,] 10258 1185 8161 9601 2179 678 2849 3079 7995 4765 2373
[785,] 3276 1677 7176 7288 4188 9568 8126 9391 4298 7949 3272
[786,] 7380 5265 2337 6171 4507 1315 1991 13363 493 1937 1191
[787,] 781 7619 5577 9942 7824 6623 8291 11990 11662 2406 5841
[788,] 6682 9725 7705 8501 12991 10546 3953 9081 11363 1860 9804
[789,] 8257 10575 2707 2062 4512 5324 3412 7123 3427 513 3555
[790,] 6087 11425 8835 7515 11311 11754 9270 7893 6336 6067 9047
[791,] 2259 12126 3802 3539 7609 7370 4114 6841 12860 7665 12483
[792,] 13380 11833 2263 6682 8691 8588 13583 9514 5456 9447 7670
[793,] 12811 9857 4734 9950 13203 4445 5147 5699 9595 6445 10043
[794,] 11215 4148 4303 6219 11417 8726 4361 3402 11593 10536 5045
[795,] 7746 4962 9318 3026 4030 2176 7991 4271 5294 10451 10088
[796,] 2708 12840 4443 11994 6407 10445 7968 858 12006 2542 8612
[797,] 11197 2294 7557 9774 7426 8154 10864 8715 5621 11262 10300
[798,] 10860 6514 13406 10751 10918 12451 7197 10704 13499 13607 7979
[799,] 4916 4755 11684 9158 7934 6739 3207 3916 11708 4560 2216
[800,] 5492 7896 12614 9884 10514 2415 7698 12014 11717 8808 4002
[801,] 11181 7337 6501 7360 11932 2536 11594 9673 6252 12643 6454
[802,] 8603 2908 12787 6983 10982 13399 7306 2724 8834 1502 6057
[803,] 11291 13461 12072 10127 10164 670 6631 7195 7875 5917 5099
[804,] 13398 13115 9915 11740 13209 12759 11853 11302 11625 12003 12822
[805,] 5854 786 5166 10975 6050 328 7991 5320 10323 8538 3419
[806,] 7023 9156 10080 12700 13287 8617 10754 8495 12366 10911 13379
[807,] 6163 9418 13471 7617 9872 7932 4607 7368 4304 10234 11102
[808,] 5973 13295 5961 10977 11653 6396 9875 7222 10635 11784 13192
[809,] 9582 4008 12216 3405 6976 3859 8876 11086 1084 12252 5255
[810,] 4770 9385 8438 5547 2281 3046 3724 1205 10385 6752 8636
[811,] 11539 12941 9965 13235 11335 3235 11263 12968 13139 10729 3013
[812,] 5649 4474 7733 8983 9289 9881 11754 6817 8385 8253 13161
[813,] 6910 10607 12418 4619 8637 10030 3318 9956 1441 8716 10578
[814,] 7815 9343 12076 3895 12150 6643 5504 6157 13488 6693 5174
[815,] 628 1043 2093 2752 6297 7046 11943 1954 7670 6353 4768
[816,] 5817 12699 276 10973 366 2845 7822 6157 11054 5987 1642
[817,] 7922 6015 7073 11664 12737 6632 6735 8363 7951 2635 9386
[818,] 7815 7179 11515 13364 6646 9339 4479 7220 12355 12180 2306
[819,] 3064 3795 1224 3736 3005 2962 2391 7030 9027 4753 10122
[820,] 3946 12998 7322 11660 5016 7699 5723 6333 4362 11602 13481
[821,] 907 10844 13009 8654 4970 4987 13112 12450 7320 12542 12432
[822,] 13128 8804 2146 9497 4645 9235 11326 3771 6050 1860 13202
[823,] 8686 11095 10268 10513 2252 8578 7622 4290 7415 8530 10935
[824,] 13518 13504 13351 11116 11620 12046 13050 5838 10597 8382 11550
[825,] 6479 1052 10315 8145 4144 9607 2537 4887 13145 13273 5993
[826,] 1651 10164 1517 10762 11002 1464 6422 9230 9905 11701 6720
[827,] 2843 703 11075 7662 4154 10182 6160 6059 7345 8752 6011
[828,] 2251 2987 484 3542 2237 488 1213 7006 226 4213 1589
[829,] 9139 11191 7488 4448 2371 9439 7894 9566 9345 9997 10254
[830,] 6890 13173 8889 10762 7739 11157 10512 4037 12229 6909 8844
[831,] 7561 9955 547 7077 6456 2341 2309 2920 7339 7492 4893
[832,] 5551 3405 1401 3516 5525 5344 1242 10537 3477 5074 3825
[833,] 13274 12591 8969 12502 5679 13053 9478 11874 10526 6502 13247
[834,] 12669 4190 7139 1095 10700 1781 9974 7280 11161 12955 7312
[835,] 12072 1382 2045 8511 11090 3537 6010 10012 5175 7555 613
[836,] 7371 13058 3885 5875 3415 1975 9813 2014 13240 10847 6217
[837,] 12584 11641 12455 13564 12603 13335 3169 5841 10595 10676 1549
[838,] 11327 3188 4172 7769 11764 506 9098 4327 10411 3560 5514
[839,] 13115 2118 7794 10774 7751 3622 5167 2804 5105 2475 5858
[840,] 5401 9602 679 3555 1826 3485 8812 988 11293 5436 6222
[841,] 7507 13229 3533 4779 4461 1921 501 666 315 733 285
[842,] 12083 8810 12763 9989 12581 7404 12731 2676 13068 9320 8723
[843,] 5452 3365 7263 10654 9971 1394 11612 315 8304 5820 1296
[844,] 13036 13239 13492 9455 13193 10541 7293 12626 11641 9305 11330
[845,] 7436 1836 3209 4015 3589 7329 5956 13125 12003 1934 11736
[846,] 3042 2699 8806 8982 5776 6560 9221 7929 8887 8125 8841
[847,] 5649 635 3572 7457 5732 6395 10131 5833 7148 7698 4601
[848,] 5878 8051 7050 4945 5752 297 10749 12464 12323 4640 7330
[849,] 6272 5209 741 5052 4330 12305 1707 6248 3015 5361 3891
[850,] 5856 13178 11520 3862 8512 3746 9860 5046 7907 3570 3412
[851,] 13176 13564 3851 7260 11261 4108 5362 7295 9941 7812 10902
[852,] 8868 8906 5653 12048 13569 7814 1725 2807 4823 8717 10555
[853,] 10183 8332 10290 5567 255 4878 8103 4321 10421 6204 4352
[854,] 11331 3187 10043 2903 4681 4511 4759 9244 9084 10872 3407
[855,] 6292 3799 6988 9130 8393 13526 12827 4928 607 8473 10924
[856,] 12853 12154 10200 5880 3085 6670 3187 10798 9011 5259 12075
[857,] 4453 11362 4969 10653 1798 9788 4622 12894 8255 5611 4297
[858,] 68 144 1202 7039 2207 18 2495 52 10028 6962 656
[859,] 8926 2097 5639 9128 9905 5142 11969 6866 2774 5350 10780
[860,] 10217 13232 10658 11429 12615 11165 8305 12638 7249 13305 7818
[861,] 9266 6520 9843 7925 12991 12060 1591 12697 11401 10752 13539
[862,] 7126 13528 10110 12362 8371 10831 8961 5132 13016 12347 2302
[863,] 2762 6127 6401 8819 4095 5879 4748 8589 8166 3920 10423
[864,] 12602 13281 12444 13559 12121 5557 8401 11877 12570 12064 5644
[865,] 5405 3443 9276 3097 11956 2557 4632 1308 3505 2344 6531
[866,] 7382 2554 5038 7343 3547 4338 10007 1297 7067 6103 10368
[867,] 2757 4767 6410 7680 11972 10181 1797 1066 12634 3941 2885
[868,] 11894 13382 8800 13664 6749 8467 7296 9010 7588 13015 12662
[869,] 11910 11065 12760 6401 11036 2097 6449 6132 3983 10794 9912
[870,] 12271 12550 9742 7451 3694 4597 8437 13304 9932 8306 7882
[871,] 6320 7990 6958 12002 7496 6120 7413 2930 8918 2793 3028
[872,] 11999 12948 11715 10100 9730 13578 9592 12422 13295 12528 10003
[873,] 13621 11644 12988 12111 8442 11028 13526 9014 13379 4123 12958
[874,] 3541 5291 749 1411 13124 886 2570 837 8283 361 1370
[875,] 7668 6765 12176 11595 13701 10059 13536 3801 6511 13546 8736
[876,] 2826 557 6574 303 4505 607 2019 1300 3411 3900 487
[877,] 3754 3833 4109 1415 4989 1593 6142 1548 6128 865 1589
[878,] 10833 11468 7301 12550 7012 13096 9391 12388 10685 7367 8109
[879,] 10009 3859 11357 11506 12039 11621 9561 7157 12563 6559 11849
[880,] 11761 12076 3583 5811 8531 1013 13270 9900 3602 4439 124
[881,] 3844 11794 11661 13163 12277 6695 11492 7450 11175 7892 11666
[882,] 9809 2316 13477 4058 11945 12976 10838 6293 6789 4561 10334
[883,] 10672 6537 5517 6878 11697 9896 3949 12975 10500 7043 6679
[884,] 13102 12317 11462 9209 10240 12826 11307 10166 7304 12067 10554
[885,] 13385 13504 13447 13430 12942 13013 13421 13452 13464 13544 10495
[886,] 3110 12936 11697 12380 2254 8553 10318 12418 10054 8757 5972
[887,] 7142 11867 7285 12333 4179 5037 12159 1681 2242 12121 10984
[888,] 10238 3586 7884 10326 12962 3680 7227 6952 11484 3405 5856
[889,] 4748 6585 13544 5966 3893 5718 13438 10033 8468 13011 13019
[890,] 996 6368 764 11730 4554 8255 13012 13125 7001 11208 6546
[891,] 5578 10626 4229 7120 4372 7175 2217 2981 5352 6362 3835
[892,] 9590 8127 8176 11212 9619 2904 5897 3084 4259 10026 11727
[893,] 12783 9323 13071 12175 12933 687 10894 12054 12316 10016 3115
[894,] 4860 3596 5577 2727 1377 10024 1553 10706 5106 7167 5604
[895,] 7759 9349 1794 7217 10414 6764 11524 5227 4489 10040 11659
[896,] 12723 12974 8125 8591 12082 3630 9841 9222 7874 3172 3115
[897,] 13623 11561 13201 12917 5902 7598 12364 11466 5172 7187 11503
[898,] 7388 9635 6115 9355 2564 9776 812 12589 9451 1754 7030
[899,] 9539 6490 12301 12775 1993 8436 9258 12923 12868 8823 8951
[900,] 13045 13456 13446 3873 12602 10583 4189 12044 6332 13340 11536
[901,] 5443 4341 433 11399 6386 4305 6603 5534 787 1508 4680
[902,] 6805 1601 11459 9999 13410 1483 4168 8287 3721 9963 7166
[903,] 12058 10644 7791 11442 12533 6530 11729 13146 4752 1645 12750
[904,] 6842 5075 4182 5568 1074 2282 2114 12139 6964 3862 8649
[905,] 3420 2345 4929 12004 9756 10321 9143 1697 4301 5816 10441
[906,] 8322 7841 11066 11601 2511 9493 9531 9159 8368 6548 1541
[907,] 10431 2296 10141 8341 12761 7035 8590 9376 9881 10437 8276
[908,] 9043 6299 7606 1482 10681 6244 6545 8727 12302 11496 8095
[909,] 10433 11607 6805 10782 9902 9607 12077 9177 6112 13399 5897
[910,] 13035 5534 6791 12491 4653 7357 6129 10685 2965 4618 12676
[911,] 3748 1088 4110 1446 942 1087 698 2867 6128 2009 80
[912,] 11363 4511 8774 9080 8474 11011 3994 10653 12663 8684 10490
[913,] 10674 634 11362 13471 13164 2745 9582 7168 13094 13449 11849
[914,] 13396 5668 4715 12515 6823 11098 6382 10649 11629 12074 12336
[915,] 5920 6435 11271 9900 6712 5591 5981 8977 7122 2946 5563
[916,] 1333 10060 2206 2108 4308 6898 12849 3838 6426 2162 12119
[917,] 480 10461 11140 12428 12370 11420 5881 8672 13601 3878 4237
[918,] 6324 1164 8302 5578 5327 10349 10943 4370 11871 6768 3282
[919,] 7188 2876 1464 3648 8835 13482 11876 3646 5888 4471 8861
[920,] 6605 8555 10442 1214 9104 11955 10009 6562 9400 4589 1296
[921,] 13036 6610 11411 9066 13398 10541 12372 13521 13415 11079 12705
[922,] 6721 11528 6889 12109 2900 7454 13100 13178 2617 9395 718
[923,] 7928 11113 11039 7644 11814 7677 6732 9541 9274 12936 10314
[924,] 2577 7851 2831 11821 6123 4120 4060 6841 4861 3355 8906
[925,] 4377 7359 988 7301 5177 367 1158 2484 1493 13274 3537
[926,] 11476 13258 10666 13577 4649 5607 3123 12614 3965 12862 7835
[927,] 12771 13504 13343 9021 13681 13196 7235 11262 8517 1647 11269
[928,] 13375 12076 9685 12531 13156 7440 13041 5726 1851 12997 5572
[929,] 1622 466 9114 5012 2946 2258 606 1716 2254 5990 504
[930,] 11170 11310 12652 11356 7412 7119 9052 2555 12799 13386 11174
[931,] 12488 6629 11462 5939 11110 9841 4187 6786 13392 3325 10839
[932,] 3111 7082 2133 3215 12748 1066 7616 7208 4088 12873 8019
[933,] 7973 9690 6829 7487 13686 9464 12319 3746 6413 9221 2015
[934,] 9684 2464 11611 1809 11244 9661 5665 7307 5511 2482 8373
[935,] 5039 6417 1614 2950 710 1949 1494 858 3496 1251 203
[936,] 5219 13557 11593 9416 10555 11403 10072 12802 9229 1568 6495
[937,] 9452 3031 5700 6019 5911 6566 11284 3991 12595 9754 12709
[938,] 6837 8026 5900 11213 10882 7587 11511 5050 10988 4285 5114
[939,] 10719 5833 3022 5259 6677 8407 9821 9248 10982 3559 6268
[940,] 6746 4020 3232 7026 12758 2951 6364 10319 11683 6586 5958
[941,] 11024 13534 11600 2252 2734 6201 11588 11609 11776 8454 5133
[942,] 12239 3764 13544 5954 13440 10046 1678 12720 8638 6586 5025
[943,] 9920 11965 6506 7369 5354 12976 8061 8723 10346 13436 7526
[944,] 11997 12429 9528 8422 12455 9691 905 11715 10361 11256 7404
[945,] 2001 9667 6136 3137 6553 7337 7971 12907 1808 7306 10456
[946,] 61 4556 9943 9105 5714 9289 11052 11298 892 11692 10072
[947,] 1665 7736 13570 533 10241 5418 10293 4653 5964 1647 12065
[948,] 10934 8318 8440 5567 8695 5854 8103 8586 12462 3651 2404
[949,] 12688 12476 5278 7703 8924 8908 6962 5493 1105 12178 10426
[950,] 13656 6655 10970 5948 12268 6670 13096 12720 9521 7728 12840
[951,] 1756 8569 154 3271 1107 2661 524 8816 1740 282 1312
[952,] 2569 6378 12667 10246 3450 6318 13404 9716 3418 1755 8606
[953,] 10208 12690 9818 7138 11581 9322 4240 5028 7590 6388 10678
[954,] 10238 5546 9364 12719 6074 7687 12875 2205 7766 7378 9106
[955,] 3323 2319 10337 5098 13503 12625 13197 13087 12429 11581 13110
[956,] 6087 12857 8833 5315 2354 6803 4920 5738 2646 1097 11926
[957,] 4914 986 12907 6564 3097 5805 1594 3928 2820 7451 3772
[958,] 4683 1946 10591 4613 4644 5419 9204 7866 7243 4000 7780
[959,] 11933 2370 2166 8629 4767 5890 8666 1161 5140 11818 12016
[960,] 9571 5986 12421 12857 12636 12131 11348 7241 11490 10287 12713
[961,] 13445 3719 6144 9016 11069 13488 2305 9811 10837 10647 10053
[962,] 10877 9351 8090 6129 7599 12108 9873 13026 1041 7203 5088
[963,] 6279 2040 974 1374 7093 11389 13253 2123 7082 12046 4497
[964,] 12804 2253 12502 11201 4684 8399 6639 4982 6625 5695 569
[965,] 8486 3526 2118 912 3833 3623 2441 6082 13271 5671 5853
[966,] 4875 4487 4512 12012 12201 11685 7186 8984 11389 7170 13041
[967,] 5107 2528 3750 3066 2545 8219 12563 6675 4554 970 979
[968,] 8638 12383 9122 12197 10412 3582 6967 9244 7970 6794 5506
[969,] 12473 9851 12461 11116 11626 8356 9373 12966 10889 13288 11550
[970,] 5551 3392 7641 11720 5523 12986 2838 1284 4597 12377 9618
[971,] 10469 12508 7815 5761 4278 12357 11744 12424 6431 12777 4504
[972,] 2912 5834 2452 6121 2096 2951 3466 4265 374 3611 3191
[973,] 13414 11467 6662 10818 13530 8381 13533 12323 8459 6489 11844
[974,] 1966 8446 542 4532 9026 12712 2881 8712 9399 4499 10361
[975,] 5887 8658 8882 8506 5776 10612 6390 11346 7264 12540 10712
[976,] 9415 2181 8986 5848 7606 9915 4132 5841 5152 4758 3001
[977,] 11465 4017 7335 6064 6048 7692 13160 6362 7764 12238 7080
[978,] 516 6098 10289 3460 9578 3064 2102 4323 2400 1018 10354
[979,] 7559 6975 8596 7359 4575 2533 1158 4425 8764 10531 3996
[980,] 11049 7896 11715 5923 8855 11854 11893 11481 11551 3084 2632
[981,] 8931 7995 3856 12841 10652 828 2427 2061 7510 6457 10126
[982,] 5945 2657 4709 8506 13605 2110 3970 11450 3678 9751 5736
[983,] 9571 13397 4876 9222 8602 12172 7851 13419 11747 9021 8357
[984,] 315 766 13280 2544 6929 10078 3303 9530 2801 6962 9297
[985,] 5386 8497 1328 994 3601 70 1162 1779 1986 4954 2163
[986,] 6763 8188 786 10523 4048 3872 9024 5320 10325 7387 189
[987,] 10278 4469 12326 6865 12174 13084 6058 5824 12077 11776 5649
[988,] 12104 13457 13214 8054 9421 12108 11307 3962 11474 12286 12084
[989,] 2421 2036 8827 11757 4246 10725 4975 11850 9585 5285 11918
[990,] 12929 2640 11345 6892 8051 4198 5972 7951 1291 11926 6703
[991,] 2624 10449 3203 11426 6575 9648 12176 6272 9246 7355 5534
[992,] 3705 4333 2690 2313 3609 666 566 11218 1758 7537 907
[993,] 13179 7853 6973 12316 10690 12350 9531 6840 2752 10664 11440
[994,] 5859 10190 9109 421 2888 3628 1850 4202 11060 10166 9440
[995,] 6804 2355 8397 1500 11755 5732 6635 3255 4791 2587 8398
[996,] 11737 4539 9922 11535 10967 7457 7327 12330 12856 12016 7713
[997,] 10372 5928 6096 9824 3979 6003 10116 5433 10264 4809 3269
[998,] 12104 12904 10771 6970 10996 8316 9361 12964 8365 12235 10848
[999,] 13580 10728 13515 9943 13214 10449 11774 6790 6281 2998 10041
[1000,] 8100 6760 1579 3552 4235 11450 2368 10663 2636 4132 9240
[1001,] 13641 7654 6691 13037 13148 10509 7275 13289 7216 13349 12658
[1002,] 11671 2705 13153 3595 7533 7405 2996 13507 7137 3519 11813
[1003,] 3903 2774 9735 1969 5762 6561 9268 6814 10703 4636 6763
[1004,] 3275 5877 8195 7878 7724 2385 5562 11017 10256 6007 4438
[1005,] 5247 6251 12131 11888 10590 13177 7918 5148 4265 9026 5197
[1006,] 5093 10625 8813 4270 3330 3097 9221 2745 8787 12417 6999
[1007,] 12812 4072 11522 2488 2947 453 5856 10370 9076 2619 3410
[1008,] 2638 9980 8844 13075 12845 10941 11159 2080 7202 6123 8868
[1009,] 10210 11773 6221 10513 13028 10080 4262 12508 6176 8377 12770
[1010,] 13640 10741 13026 12796 5671 9196 6258 13496 7209 12270 10874
[1011,] 7290 12806 6161 3522 3261 10896 13397 11733 9247 399 116
[1012,] 8052 9928 9024 12917 7823 4967 12757 7030 2153 1794 8241
[1013,] 10081 11531 12894 10896 6020 3005 7422 3927 11701 8919 3734
[1014,] 6665 6500 13160 13032 12992 10532 10216 11945 9556 13520 7972
[1015,] 3944 713 4122 955 4004 8569 729 427 10744 2167 2239
[1016,] 6821 12987 5944 13361 8594 4643 11531 12068 6701 11035 4111
[1017,] 4931 643 10672 1717 12618 7543 2271 7842 11647 2423 1972
[1018,] 10341 10834 4779 13429 11045 6873 8313 1352 13468 2722 4500
[1019,] 9442 12381 499 8293 5894 8583 5519 2389 10393 5985 9464
[1020,] 11135 10021 13282 4558 7969 1740 6176 993 5043 3024 3058
[1021,] 11102 8497 7922 3703 2423 8964 6545 8395 7740 8449 3548
[1022,] 1069 3202 1834 3010 1497 6978 9159 3254 6953 2526 8574
[1023,] 2861 5785 1909 316 8093 2512 1792 691 4169 9660 6210
[1024,] 8025 9071 4633 11569 9166 5912 13316 9929 9790 846 8051
[1025,] 12964 8087 11104 8756 3399 13304 13376 11702 11904 9089 12881
[1026,] 9584 3907 7048 4906 9475 11205 6712 10204 11731 10857 7340
[1027,] 11181 938 9585 7124 12428 11461 5378 9152 9823 4160 2899
[1028,] 6632 424 11769 9779 7466 7868 2536 9653 10040 5112 6045
[1029,] 13753 4520 11953 9950 10112 13191 10307 2002 12106 12411 13423
[1030,] 9995 10713 10490 13573 12862 13225 11777 6821 13459 9823 7787
[1031,] 2172 3430 4399 1224 4114 1900 11708 118 1750 11296 6618
[1032,] 2781 1861 7641 2607 9227 3409 3621 12248 2527 10488 5379
[1033,] 12919 8260 10037 6026 7792 9343 10054 2298 12974 1826 10284
[1034,] 5131 10858 7835 3301 9169 8763 12831 2855 7232 6079 10759
[1035,] 3606 5117 11811 11951 10049 5960 4346 2465 11701 10486 2878
[1036,] 6978 8320 10294 11665 234 11250 5744 13422 8169 5104 5289
[1037,] 13518 12751 13457 12853 11759 3523 12933 8465 10116 7048 10972
[1038,] 10148 2176 947 5845 12092 11095 8447 5824 6164 8380 10510
[1039,] 13595 11515 12441 13585 5663 13317 13087 5812 8375 11437 3851
[1040,] 10315 6103 10064 7610 1001 5666 10076 11622 11107 4792 10358
[1041,] 11074 4857 8212 11270 9040 9746 12973 12788 13203 12956 12893
[1042,] 13187 9436 11597 7284 3295 9029 11607 13045 12400 12635 5170
[1043,] 13681 10690 9878 9002 7507 12415 1727 8903 12899 12418 6933
[1044,] 4994 9152 4206 7650 12329 774 3444 13341 1074 12708 9495
[1045,] 4612 3424 4394 12637 5522 12406 2804 1286 8266 10552 7667
[1046,] 7045 1913 6720 5714 8133 13362 8243 8114 9837 12028 9039
[1047,] 7899 2052 11049 11920 5964 2976 13563 2434 3065 9362 7095
[1048,] 12745 7715 7973 10800 13411 13001 11045 12648 13508 8333 3850
[1049,] 669 8426 8336 284 5187 10375 7630 280 5271 2252 240
[1050,] 1286 1278 3153 6354 9953 4345 4879 1841 2469 5607 7593
[1051,] 8854 4268 4832 3230 1927 5322 3407 372 3399 513 3076
[1052,] 10362 5716 11323 11157 6281 8758 6306 13468 6414 8208 1421
[1053,] 2535 9078 1331 12396 6270 5950 12521 9176 947 4927 5059
[1054,] 669 1041 5059 2026 3594 3245 5198 4729 986 7288 10906
[1055,] 8100 4662 1013 8028 9719 2429 5048 4795 2041 1438 7846
[1056,] 12488 10739 12025 12796 5882 13046 12741 11395 12092 10302 6740
[1057,] 11845 6460 10666 11066 10161 9825 11997 7948 9625 11937 5741
[1058,] 13740 11742 10202 4922 11119 11713 13633 11031 8076 7925 11657
[1059,] 8984 4733 5351 8737 5595 8002 13166 3868 10808 3805 10917
[1060,] 5125 12630 11388 7013 2431 6889 12016 4069 6039 8913 11298
[1061,] 7623 2645 8740 2695 12507 7511 12288 13439 12035 13093 5569
[1062,] 11502 9299 4887 8208 8565 6609 2651 12470 11087 11032 5120
[1063,] 11350 13235 4529 12068 12052 6383 1675 5739 3551 7696 13332
[1064,] 10086 13316 4167 9277 1027 10102 1418 9467 11234 5760 11043
[1065,] 6690 9862 485 10878 8801 4805 1667 2985 12037 11378 10826
[1066,] 8302 13474 11750 11982 8016 11954 11593 13108 13213 10970 4188
[1067,] 3824 3120 5920 5011 2107 1611 4764 7402 4231 3625 5326
[1068,] 10620 1058 3343 12752 5375 8993 8745 8186 6212 5402 4880
[1069,] 2472 11574 4775 12824 11065 1200 9316 7954 9958 7752 6109
[1070,] 10221 8712 10561 13480 6739 12850 7196 11916 8490 13562 13341
[1071,] 12046 5417 12300 9900 8447 13201 3910 9829 13068 8279 6661
[1072,] 5696 9760 11219 13413 12216 9895 11792 11939 7092 12273 8744
[1073,] 11933 12741 8151 10137 6795 3105 9903 12474 13524 10895 11616
[1074,] 1586 348 3564 5621 6515 136 13518 1916 1257 3948 4397
[1075,] 6323 13403 7128 716 10663 12333 7889 10969 11142 9062 9344
[1076,] 7730 13100 10518 13664 10154 8354 12405 4760 9534 8346 3492
[1077,] 6422 539 7235 4110 2579 1365 1933 11193 766 1609 1841
[1078,] 5658 8859 6918 12119 5887 3560 11073 4825 8325 13461 12310
[1079,] 12773 5663 5063 7445 8649 7367 8388 7925 12223 6908 6902
[1080,] 2410 7168 1297 12237 8735 12210 10077 9565 11222 7258 9375
[1081,] 9418 4731 9657 12277 13171 11091 4086 5882 2019 8398 9806
[1082,] 9745 10908 6479 9416 10685 9593 8550 2700 13145 1489 8081
[1083,] 9623 4146 6860 5116 13510 6821 4199 5371 4083 5651 10733
[1084,] 7506 888 2740 9359 4436 1927 1812 523 1833 586 1036
[1085,] 10734 12553 10490 13571 12496 11077 13261 13151 12512 13443 12338
[1086,] 6212 11205 12576 10460 12449 11364 9950 7737 11831 4960 9387
[1087,] 5445 13537 7659 6753 6405 9801 6850 9750 13358 6842 11744
[1088,] 1990 13623 3536 7344 10098 264 11480 6720 10481 1319 6219
[1089,] 12897 11391 9878 11481 12616 5590 9567 8992 13094 3387 6765
[1090,] 11026 1667 12127 2275 6551 4221 7035 4083 11858 8495 799
[1091,] 857 1346 520 6720 4117 136 524 1314 1200 6308 10385
[1092,] 4611 4328 2734 11736 5523 2647 2790 8839 12011 7533 5501
[1093,] 12380 6437 12747 3577 10892 8295 2263 4679 11397 12410 12959
[1094,] 6002 7170 3295 8835 11784 11733 6708 4249 13031 12914 11035
[1095,] 9499 9690 7791 7454 4741 10003 7101 10634 9630 9844 8015
[1096,] 13602 11515 12463 9465 10235 11539 12495 12678 12572 6593 9203
[1097,] 5255 11626 3661 10867 9057 4107 13661 4624 12852 6553 10765
[1098,] 5969 5985 5938 8208 8553 8437 11535 10197 9089 10849 10176
[1099,] 10041 10699 12309 9990 11506 13009 4025 13539 8388 13282 12668
[1100,] 6306 9504 10163 5359 5159 12339 12170 3342 11147 11612 6407
[1101,] 12794 11434 12722 9995 1967 5457 12737 12312 13298 12831 3463
[1102,] 7258 10061 3654 10398 7249 7057 13320 7105 9993 13062 5917
[1103,] 6333 8514 6037 1093 11340 11438 7891 9342 12785 10927 12146
[1104,] 12625 4520 6207 10087 7014 5722 8598 673 10640 13087 3735
[1105,] 9090 7516 11824 8393 5519 7302 13656 10545 13616 1962 9555
[1106,] 9571 10250 8187 4969 13658 6636 5584 11579 7422 8022 7487
[1107,] 2632 6293 5360 12875 4488 10344 11695 4351 5664 10428 6346
[1108,] 10410 10140 4799 11833 10557 10850 10606 4120 9796 4186 652
[1109,] 6508 10881 11713 2097 10510 7992 6145 4893 7367 12449 8148
[1110,] 10121 11390 12323 6359 13697 13036 12300 10714 12864 13593 6857
[1111,] 11067 9513 11593 13374 6187 9647 9933 8430 12778 11847 12933
[1112,] 11188 5873 9501 11371 10779 11471 5651 6549 3295 11269 10300
[1113,] 1539 7252 3407 6802 5157 1718 9076 3410 6873 5078 904
[1114,] 1279 12861 6822 5405 5492 3078 10577 1472 1409 3672 8896
[1115,] 679 13601 12933 13447 9782 11468 11593 8721 11195 4367 6640
[1116,] 11023 2140 8065 6435 7257 5128 7461 3651 8785 1453 3902
[1117,] 1522 4656 11071 4864 8070 1256 3241 4971 9025 7621 3837
[1118,] 7383 6361 4033 10664 4416 9767 7961 11218 2531 11681 8582
[1119,] 6808 4686 11388 2753 10277 12834 5081 10578 6169 6373 6763
[1120,] 4520 4879 11786 5664 6574 3269 12206 4459 5624 6260 12933
[1121,] 5235 10879 3863 8107 6124 8871 5107 9870 914 12084 7846
[1122,] 13668 10392 11985 13144 8933 2467 12079 11600 7360 11531 10762
[1123,] 10457 6226 6014 9416 7246 10904 12594 12085 6757 9026 5264
[1124,] 9936 3429 5447 1187 6429 4347 2583 8826 8243 5444 476
[1125,] 3007 8017 10843 7194 10925 6507 4448 9258 7960 3599 9348
[1126,] 10556 10146 5310 6200 7138 7109 5759 8726 4381 3238 4138
[1127,] 13212 12554 12353 9070 12518 10544 9365 13446 12550 9818 11850
[1128,] 10018 6118 313 1912 142 2277 5725 794 11247 4991 3394
[1129,] 13112 9763 8770 8001 5839 2004 11861 11392 9596 11307 8740
[1130,] 4545 11362 6526 11987 2591 7279 12099 414 5765 9973 6003
[1131,] 4042 1158 1262 7789 644 3067 5923 3296 13224 4792 6465
[1132,] 6728 1087 2116 10879 6843 2191 4183 13405 7382 6585 6742
[1133,] 8700 3855 8091 3171 8683 5817 6975 2425 10989 3516 10208
[1134,] 13040 4095 5923 1913 1444 5508 5824 10176 4259 1860 4411
[1135,] 6226 11602 6773 12545 9989 10858 2350 4789 2744 848 8848
[1136,] 4952 4691 1543 3666 13599 444 6475 4121 9781 5261 12365
[1137,] 6508 716 11095 12394 4079 10182 788 1549 6599 12661 3770
[1138,] 7367 12002 3707 2793 8231 8194 9807 631 11293 10843 1929
[1139,] 485 3458 6523 753 4448 1325 5929 1323 6979 3289 854
[1140,] 3116 9910 2941 3288 1485 2807 13154 1099 4075 6443 3613
[1141,] 11130 9586 11139 5199 8906 10319 4651 12845 11919 8573 12256
[1142,] 13459 10784 13050 9485 5694 12490 11905 13167 13403 12271 9204
[1143,] 6322 8076 1331 3110 6297 8939 531 8721 3313 12333 10989
[1144,] 12408 10691 12297 13415 12221 9113 6129 9987 12847 7688 12307
[1145,] 13558 12292 3920 11215 7766 2791 11512 10185 8004 5995 6397
[1146,] 12657 13598 9238 7263 9245 8942 5591 6212 6673 6060 7386
[1147,] 7739 6509 12326 3163 12064 7413 7189 4596 12868 8344 4595
[1148,] 7594 3826 8548 2577 3132 13470 5196 701 6237 10231 10153
[1149,] 5161 4913 1644 464 10805 5047 5867 10273 2285 8489 5538
[1150,] 5741 11448 7801 8002 8538 4561 10290 10694 8832 2475 4478
[1151,] 6267 6544 10633 1370 3213 7026 2256 1499 2648 6536 2613
[1152,] 12371 8548 9588 10615 13139 11978 10890 13104 1660 12736 12632
[1153,] 3014 5928 6274 8823 3148 3060 10059 11093 5710 3830 7646
[1154,] 4459 11996 6119 1606 3549 7262 2741 3479 11969 1933 12226
[1155,] 5745 11801 7300 12197 2051 10672 10729 5221 2315 7963 12135
[1156,] 6051 12741 4889 11234 3782 4891 10758 1656 13417 4299 3117
[1157,] 12808 5823 12828 9225 7781 9967 12936 9256 7895 7141 10282
[1158,] 7833 10790 13511 12090 5679 11616 12423 2784 7566 7127 12842
[1159,] 11039 9020 4663 10095 11831 9614 3128 7067 11569 3111 10579
[1160,] 1080 12476 5399 12875 3409 11447 12674 9593 4491 4424 6576
[1161,] 1580 6206 5307 11384 2629 11352 976 9683 13438 9666 12920
[1162,] 11995 10460 13390 5056 3372 2539 12962 6287 3174 5502 1854
[1163,] 13293 7737 12786 7992 6841 12424 9581 8046 12898 2141 6729
[1164,] 12812 10184 12845 8223 12218 9279 12923 11527 4185 3170 4401
[1165,] 9998 10728 13198 9944 13639 9832 8373 5705 9519 11386 12068
[1166,] 6244 10394 9251 9645 10071 8094 13357 7298 9961 9518 11945
[1167,] 6996 13012 10306 7797 4908 3937 10952 12833 13224 2574 7560
[1168,] 10927 8292 5154 8821 9619 11732 12985 7444 12459 13017 9542
[1169,] 13020 11010 12413 9021 12562 11125 6349 7157 6286 2118 12677
[1170,] 11306 12905 13596 3537 2900 12762 5151 3794 9534 11094 717
[1171,] 12559 4530 8341 5427 2888 6680 6287 9099 6538 3422 2752
[1172,] 12295 9227 7053 12958 9461 4633 7817 7222 12994 5514 7314
[1173,] 2701 10580 5713 3744 11960 12977 9787 13430 13588 13311 9054
[1174,] 2853 1881 10472 3555 525 3485 1841 3933 3535 9000 1112
[1175,] 2093 1339 1410 2113 1855 253 506 157 830 7880 5081
[1176,] 2266 2006 2162 6510 4870 1512 2484 10394 5218 3653 4708
[1177,] 8749 11390 11874 12770 10274 12167 4929 10580 8646 6947 8013
[1178,] 3857 6941 10884 6056 7836 10658 8850 6325 6625 2281 2530
[1179,] 4468 9608 1724 1710 3628 4410 3430 371 1182 1990 1610
[1180,] 2200 3975 1239 6678 9618 3056 2856 4312 2400 2014 7559
[1181,] 11352 6662 13444 12084 7634 6409 13100 11890 9924 9200 12075
[1182,] 5962 10936 4551 5977 11820 4754 11230 13005 9982 5151 10700
[1183,] 5057 5584 7804 7443 13421 8741 10312 2102 2948 9222 9850
[1184,] 12380 7619 10509 13547 10373 12060 8291 5912 11384 12307 11296
[1185,] 10072 5946 774 3893 9569 9354 2589 5226 4145 989 2930
[1186,] 10285 641 12976 7920 3761 4624 4980 7997 13248 5949 9897
[1187,] 7622 962 10647 5693 12858 9167 3217 11277 12084 8263 10659
[1188,] 3445 6237 8953 2273 4282 1825 7637 11567 7746 11728 11449
[1189,] 3963 10813 8760 12269 8576 6572 10336 12948 8454 12288 11347
[1190,] 7046 4490 11330 13385 7227 13271 6088 12753 6415 13486 9039
[1191,] 13229 8756 7974 11066 12949 7378 8388 11299 8459 6437 9789
[1192,] 4058 6125 10301 5560 2296 6795 12268 4312 13217 6721 10398
[1193,] 12504 12269 13071 12857 10892 12514 8827 10907 10982 11545 7333
[1194,] 8468 6120 6308 6094 5037 12280 9074 8500 8109 3454 12242
[1195,] 7355 1779 5365 3261 3657 6186 1324 8638 12797 8498 12937
[1196,] 11925 12249 2162 11132 12318 3724 11365 2935 4951 9286 3598
[1197,] 12063 7594 13419 12456 12064 13040 9295 12930 13516 2559 12390
[1198,] 9112 11606 12223 7066 4343 6072 5199 3840 11503 9750 7130
[1199,] 5353 2904 6150 7863 12448 7210 11272 8171 8908 4866 13508
[1200,] 4862 1357 11860 13018 10263 12527 10131 9921 11355 4089 7748
[1201,] 3209 6192 8918 1946 5147 6825 12894 10944 8933 6573 9770
[1202,] 6538 8651 8660 2612 9229 8234 11450 9745 10456 3900 4862
[1203,] 333 8344 5204 7239 6063 774 5791 11660 1702 8568 334
[1204,] 8724 11861 7390 7884 4088 3059 7992 10417 6821 8531 8672
[1205,] 10964 11144 11541 11197 12625 9344 10936 5079 11747 9992 5345
[1206,] 7135 5057 10055 11995 4769 6044 6723 10995 4258 2301 3425
[1207,] 8341 12806 11749 13173 13321 7130 10825 11760 2362 10070 6642
[1208,] 3477 9647 5458 5914 8257 9765 10662 8189 13535 5430 8097
[1209,] 191 9151 1268 2206 1014 8604 7984 4236 690 3230 2560
[1210,] 12286 12292 10865 7538 5917 7539 4240 8276 7303 2564 10670
[1211,] 661 1260 2337 7251 9950 1875 3833 4477 6994 9157 7584
[1212,] 9183 8379 8550 8784 7146 11837 8048 7644 8104 8043 13395
[1213,] 6068 11174 7286 722 8799 5041 3586 1701 11831 10386 11095
[1214,] 10385 10998 1102 4057 8930 4201 10064 7305 13014 13163 504
[1215,] 11029 9019 8076 7881 9724 12696 4118 11933 6378 9806 2191
[1216,] 4538 5319 6535 1156 1883 3429 2163 13473 2471 5123 2464
[1217,] 9554 10824 4525 13136 10332 13265 10413 9954 13121 12850 13344
[1218,] 11560 10419 6970 5075 4343 7974 12553 11596 6491 1453 9963
[1219,] 10533 4767 6981 12422 13363 6249 6255 12753 8918 8474 8285
[1220,] 10455 10855 3654 6507 12347 9613 7467 9976 2628 12778 12032
[1221,] 1330 6260 5832 10680 762 5066 1223 1790 3758 11727 9242
[1222,] 4440 310 1137 6170 9112 8248 6843 3522 4608 1169 5372
[1223,] 9870 13399 1298 4410 6485 8634 3585 9579 6878 6290 8484
[1224,] 5267 12201 2219 1987 4332 8828 440 2049 3550 5230 987
[1225,] 1803 798 9451 8165 5147 2301 9691 11720 10719 2991 7856
[1226,] 11919 4947 9128 11629 12623 8443 9859 10203 11747 11548 11616
[1227,] 753 4351 1262 1879 4119 2630 2930 3551 497 1378 1807
[1228,] 11914 10096 4167 1018 10414 12194 5483 10376 11236 7080 9454
[1229,] 8332 1050 9548 2881 9721 6123 1803 10101 7826 4207 7245
[1230,] 11572 12040 10627 11179 11323 5236 9232 4879 9988 7765 5903
[1231,] 10473 8415 9228 5095 12789 2527 10762 11614 9223 13173 10990
[1232,] 2861 4762 13291 4586 1786 7077 11280 3928 10090 3434 11607
[1233,] 6140 12402 10890 13291 8946 7874 12182 8397 11560 11645 8380
[1234,] 11143 4869 11116 9727 10028 7102 10646 5493 8692 11888 7129
[1235,] 3247 12397 10902 2447 1756 5057 869 10999 3185 636 5535
[1236,] 7650 10763 6917 12145 13436 8314 10294 13404 1283 12004 7185
[1237,] 4761 3834 4114 3784 2085 1564 2478 4265 595 7416 1589
[1238,] 8273 8604 4443 5164 7327 11513 13182 12241 779 11076 9092
[1239,] 1980 5319 3749 4776 9133 11505 812 3893 11983 1761 2802
[1240,] 12539 3655 9008 11525 9392 12074 421 3686 9476 8333 6072
[1241,] 2133 11864 11707 11394 4102 12292 9170 11101 13527 3458 11793
[1242,] 5127 4580 3775 6386 1716 4017 10508 5110 11629 13133 13003
[1243,] 6540 11366 5421 6715 3161 10409 10657 13427 11277 6242 257
[1244,] 6010 4092 8186 6475 4957 5688 4527 11677 10256 6016 6406
[1245,] 4224 8077 12861 6497 5265 12269 11551 7361 4269 12900 7467
[1246,] 12587 9028 12178 5430 12675 10073 7378 11435 8631 6970 4802
[1247,] 5696 11721 2866 13422 3700 13345 11335 12042 5211 12522 8784
[1248,] 384 2627 6804 1439 7336 1943 1833 1345 2583 4225 979
[1249,] 13275 6920 7014 1912 7609 8400 6628 3950 3104 4707 5511
[1250,] 2562 11871 7547 12430 3573 4053 7023 1794 9414 7238 7539
[1251,] 4937 1912 5539 12021 11691 13081 9191 8867 12179 7741 7809
[1252,] 10975 3613 4586 8435 4787 9452 3937 8878 7315 1282 4735
[1253,] 3259 11641 1559 7882 6124 1193 7414 5886 5127 6498 1563
[1254,] 10240 9154 6240 12211 9687 6718 8037 3220 3221 8541 5516
[1255,] 3588 10654 6403 11341 12304 12205 2261 10819 9566 5055 1019
[1256,] 2556 13465 6357 805 2372 10795 8906 8598 12810 9095 12144
[1257,] 12919 10224 12492 11852 7776 4653 4481 12509 11084 8358 12852
[1258,] 8475 10770 12444 5815 10374 10500 11134 2108 12915 13446 10553
[1259,] 13175 11913 6961 10416 8051 9699 7685 5119 4861 9956 10893
[1260,] 7962 4104 3208 1894 3956 2894 3788 278 9194 1878 4254
[1261,] 8362 13526 11786 8729 10811 12277 7882 13096 10361 10513 11690
[1262,] 8863 11672 9955 12285 9678 11767 10555 8092 12186 7664 3963
[1263,] 6173 10896 5218 7114 6994 5071 6314 13010 10898 9796 11570
[1264,] 4299 8693 3651 4643 6330 559 5985 2063 5119 1433 5926
[1265,] 8121 1677 13478 8305 7145 12703 4806 12081 11780 8140 3267
[1266,] 5855 12961 4172 6807 4088 6790 4725 9548 5713 8532 8677
[1267,] 13152 12938 9685 2770 8595 6551 8513 13544 12852 6502 5810
[1268,] 4119 7772 11331 12645 2354 7855 12352 13140 12051 10678 11926
[1269,] 13557 12345 13277 5424 4057 1070 9066 12506 4342 10444 12240
[1270,] 13432 12709 12842 3852 12948 13462 9633 5021 895 10833 1518
[1271,] 5658 9712 9806 11462 13183 9186 5267 11842 7298 5864 12965
[1272,] 12586 9878 8348 11288 13249 13268 6392 7438 3690 6593 4913
[1273,] 2640 7826 5608 13357 10745 4146 13625 3843 4040 8470 10766
[1274,] 13289 9887 9018 12094 12233 6538 4112 11399 1922 4458 10077
[1275,] 4860 2695 8786 6864 11661 4572 10169 13281 12943 6495 6955
[1276,] 11472 1990 13420 11754 12189 9322 12301 11274 13522 9830 10691
[1277,] 6889 9293 5938 7191 6795 2835 11535 8312 11796 9055 11611
[1278,] 9981 9253 1600 1502 2756 12825 6629 9269 9077 11567 6236
[1279,] 295 5100 1934 6292 1088 2388 4851 10413 6974 3908 9640
[1280,] 6420 5328 13151 10671 8355 2607 7974 8833 8307 4887 13138
[1281,] 552 314 509 8860 1624 609 1508 8798 2496 1882 1727
[1282,] 12682 5152 12238 12996 1659 7764 4746 9580 8107 10212 6592
[1283,] 13050 3719 12362 13208 8647 10475 4014 10659 13405 11918 12300
[1284,] 13035 6613 11416 6986 12229 11613 3265 6979 5218 10270 10548
[1285,] 8104 5797 8206 3189 5167 6159 4563 11589 13001 9059 5117
[1286,] 3222 7347 7215 5415 6277 3163 4594 5425 6675 1949 13127
[1287,] 12956 13616 10785 12942 11885 12696 8730 11597 12169 12881 13370
[1288,] 11946 10349 4980 12350 8989 5912 8913 9388 9962 4322 4122
[1289,] 691 1301 4411 2386 315 4421 1841 597 169 9002 5077
[1290,] 5112 3700 9756 8427 10616 4989 12837 3600 7333 13070 4736
[1291,] 2902 5543 2755 11762 6625 2735 12765 11841 8383 9376 7881
[1292,] 8026 9948 8882 12520 7718 10143 12812 9929 9705 6039 12001
[1293,] 4203 3802 5061 397 3595 7005 9488 9158 1483 1917 458
[1294,] 6071 11184 6840 10873 13616 10748 12894 9302 10806 6137 12463
[1295,] 6211 10415 8493 9761 13079 11364 13206 7653 11189 9127 12183
[1296,] 4613 798 7617 11682 3506 5993 10859 8768 8141 9661 2473
[1297,] 7085 10831 11459 12525 9521 10738 12495 9873 13390 9905 9231
[1298,] 7611 10291 3038 2485 10876 5479 11489 10176 12316 2597 4085
[1299,] 3484 13641 5455 11993 5429 1951 9815 2958 5818 5441 8335
[1300,] 7620 5806 10662 12171 13150 7463 11335 9217 7241 13121 9731
[1301,] 2880 7448 11814 6673 2532 9742 10109 8762 2410 11892 12631
[1302,] 1378 6821 10643 2790 11345 6115 7481 11929 7600 2490 8085
[1303,] 3122 4401 5573 6836 594 5609 8196 3746 1442 10171 8841
[1304,] 12638 11860 7405 11661 12754 4856 6928 10343 5695 12930 13525
[1305,] 4966 7561 11932 6876 4805 7550 5994 8959 2995 12770 5863
[1306,] 5684 645 13169 8484 9435 7423 11728 5729 8519 3339 6902
[1307,] 8221 12410 11587 12336 11977 12325 13703 8364 12770 7270 12149
[1308,] 10865 9848 9016 3539 2085 2176 11096 12727 3622 3634 2956
[1309,] 12671 1354 3661 6893 8111 1793 11000 3591 7426 8710 10766
[1310,] 3112 12734 11037 5463 6075 2987 10500 6424 8969 6917 2064
[1311,] 5334 5189 3355 10213 7249 13300 8940 5481 5662 12926 7430
[1312,] 13614 11740 6759 10347 13378 10600 9626 7157 8513 7067 6933
[1313,] 10461 3489 9783 6508 7988 5141 4934 6957 7494 2960 7057
[1314,] 2554 2333 3114 1028 2140 5058 983 2422 6652 1263 5542
[1315,] 2894 11320 9467 10640 8100 11498 11678 6562 6970 9146 7687
[1316,] 12098 13453 12072 1005 10966 10582 1704 11525 1342 5406 3849
[1317,] 839 3108 8198 12439 10451 4691 11648 1766 7978 3230 2564
[1318,] 12730 990 12993 7504 4813 8392 11739 7938 13314 5672 2761
[1319,] 11601 13596 13096 11267 8978 10960 7934 11611 12410 11670 6642
[1320,] 8271 2525 4968 4013 11387 5348 5683 11205 12475 3283 5398
[1321,] 8667 6587 8765 1385 5647 1412 9303 8894 11317 8672 6769
[1322,] 7437 2626 7254 6745 9235 945 7976 3540 1841 3810 2451
[1323,] 9161 3456 3556 11712 11961 6372 1257 523 2587 8996 3826
[1324,] 4803 8191 8397 10974 12280 6696 4467 13222 1085 11170 10280
[1325,] 11351 12126 2936 9056 7594 7421 5110 4689 3611 9307 11491
[1326,] 3296 6848 5824 11128 13049 5059 4114 2952 608 3671 6157
[1327,] 9879 10446 9548 9727 12486 13377 9775 13243 3062 3874 7243
[1328,] 3940 10987 11053 11305 13296 9398 11534 9505 4310 5085 7447
[1329,] 11935 6567 9884 5738 7226 7825 10510 7248 10713 4528 12027
[1330,] 12935 12637 9965 12139 5123 4119 3353 9870 368 10836 4975
[1331,] 12889 12083 9658 13602 13539 12064 7273 9931 5897 12295 10508
[1332,] 4990 12276 6001 10193 13607 6611 3510 10937 11087 11162 4203
[1333,] 5826 7179 6259 12195 2997 12573 6696 1728 4493 10914 11035
[1334,] 10505 6978 11584 11257 11295 9040 10816 9356 12402 13021 2293
[1335,] 11689 12959 7366 9230 9578 6769 7770 6323 4315 5492 12548
[1336,] 3379 8417 8201 3045 3373 12333 10775 5102 5424 10891 6326
[1337,] 9893 10251 1347 12991 4079 7760 13347 4291 10092 9765 1469
[1338,] 995 1829 459 53 2571 7260 1936 4515 741 3319 323
[1339,] 8214 3486 13421 12938 4343 7026 2211 9147 9796 7636 11468
[1340,] 8321 12196 13139 8149 5143 11772 1735 2908 7339 11974 7116
[1341,] 10570 12236 10453 4878 6348 4156 7486 2984 10100 9272 3808
[1342,] 12573 8711 11914 13309 13186 13513 3017 7997 6006 9860 12701
[1343,] 11593 10476 10087 5072 12422 10944 6540 7256 10025 13267 8077
[1344,] 7114 4894 11551 7603 2822 7878 6734 2353 3725 7233 8373
[1345,] 334 5098 6306 9826 2296 775 7049 12820 12817 2868 4346
[1346,] 9793 5168 10921 6144 2416 11941 9965 4056 11775 10012 8426
[1347,] 3976 12032 13315 10304 12189 3669 9301 7968 7607 13567 9899
[1348,] 8712 7006 826 6051 3043 8596 8090 10376 5656 7438 3332
[1349,] 2057 11357 4414 5937 8255 9762 9803 6781 4529 7871 1478
[1350,] 12521 2715 6673 1357 5825 12490 682 11277 12944 11470 6961
[1351,] 12616 8872 2949 9996 12949 5584 10410 9876 8463 7108 7196
[1352,] 3992 9020 10677 10775 8603 8480 9584 2271 11536 12794 13006
[1353,] 10426 6996 7231 13109 9884 13163 12176 7598 12394 7992 1866
[1354,] 10802 8858 11654 3376 4874 2922 5118 12404 3622 4990 4941
[1355,] 13632 10678 11277 13417 12521 9192 9366 9060 5934 7687 12942
[1356,] 5857 11470 5774 5838 2060 5543 3255 12370 12899 10140 2754
[1357,] 2311 8251 7332 2206 8742 5779 11540 8494 5538 10465 12557
[1358,] 3638 13400 13138 3507 5232 4061 11401 6528 3067 4563 6027
[1359,] 2907 9129 4107 2999 7921 2938 7981 6305 6801 3227 1270
[1360,] 11847 7611 11271 13187 12084 13320 7099 12266 12057 12481 8761
[1361,] 6474 10395 8335 6771 13331 9712 12558 4044 10888 1980 9851
[1362,] 13080 9766 8796 12087 6633 12753 4129 2777 3561 11915 12401
[1363,] 10055 7669 12164 239 5841 10072 12338 6774 9480 6325 6728
[1364,] 9370 7049 6180 4979 13021 11230 3455 5265 1086 4531 8440
[1365,] 6276 7843 12916 11601 7979 5137 8475 12022 7797 10731 2629
[1366,] 13390 2118 7797 7989 4807 9824 5051 10609 10844 6370 13320
[1367,] 8828 7119 7970 6386 9514 7755 4294 11567 5147 6959 7952
[1368,] 10823 10197 4090 3921 9571 11220 8861 7438 6807 10040 9419
[1369,] 8694 7568 8395 11285 4033 6701 392 9142 2215 2407 8108
[1370,] 5040 3391 2536 5587 3158 1916 1495 10541 9454 9304 6539
[1371,] 9943 10492 8540 780 8886 7978 2532 6595 3874 11372 7124
[1372,] 9957 1788 7523 2338 6241 9730 2038 11177 2357 12217 7628
[1373,] 9591 2323 5987 6065 13289 6649 5903 7467 4242 12713 4247
[1374,] 3204 12392 9295 4311 2436 2316 5357 4035 5067 10594 4672
[1375,] 1900 8233 860 5500 5999 4049 3526 10366 9317 1895 12887
[1376,] 13617 11156 9125 11206 6646 2042 13393 3974 8004 12136 5338
[1377,] 8331 421 8490 12412 9722 6126 4123 2982 2636 12504 7148
[1378,] 3351 9471 2980 2365 9742 3209 4311 6240 6082 8795 8929
[1379,] 11300 10677 8738 12079 2781 4548 11157 3670 2639 5842 9656
[1380,] 8581 7613 9676 12777 10860 9217 12298 11354 5996 11457 11288
[1381,] 9463 7594 12302 5724 7551 11662 3000 2752 2606 8287 3518
[1382,] 4122 9407 8221 5050 9187 6967 1960 2375 4263 9498 7330
[1383,] 13160 5429 11925 2706 4872 2111 2261 9770 5959 2558 7735
[1384,] 8430 1144 7361 6651 7880 6918 784 8536 8684 5097 1011
[1385,] 9554 3556 11047 9697 669 3012 1591 4966 7261 9578 4820
[1386,] 7621 601 6597 9896 9293 7395 7093 2661 12875 5288 6951
[1387,] 3987 7547 12339 4638 7681 8457 4930 11367 8646 3390 8013
[1388,] 6625 169 5332 8782 4265 9018 9030 12211 3295 10506 4325
[1389,] 12514 13550 12748 6995 11558 13049 13281 10626 12571 7090 12678
[1390,] 9059 3741 9055 11168 9003 9719 13308 10859 10913 10737 11571
[1391,] 4426 6361 3885 8311 4429 1397 5468 7803 2488 10847 6219
[1392,] 2838 558 6535 5599 3662 1332 6922 1906 8312 8664 1265
[1393,] 6117 6953 6893 6281 11048 12239 6473 1160 9790 8403 9824
[1394,] 13366 5153 1912 13173 5595 10790 12052 5488 4992 12363 10938
[1395,] 7306 3314 3453 9801 9923 10368 8731 6611 2853 6141 9075
[1396,] 2570 7540 4064 816 7350 8236 5675 5622 12010 2542 12606
[1397,] 3139 13175 8154 11853 13609 3711 3511 10353 1536 9357 8505
[1398,] 5333 13211 2632 7698 5593 12690 5636 10457 13609 8498 11648
[1399,] 1719 3594 12183 12979 5965 4754 3974 10076 10950 6915 11404
[1400,] 11085 2142 7447 5990 10674 7090 1712 13204 10950 7625 10780
[1401,] 9646 8963 9761 12133 6247 6866 11227 12672 13151 10688 11996
[1402,] 6334 6288 13381 11897 11918 12684 3597 5203 6789 6937 1845
[1403,] 5696 11726 9072 7140 10950 11636 12143 5011 10999 11546 6311
[1404,] 7786 7608 7885 11766 11653 10627 8302 5885 9687 12715 10612
[1405,] 9451 12028 12684 11444 6711 7552 8199 9915 10509 7547 7733
[1406,] 2357 4046 9370 12980 4060 6745 9660 11088 1936 9577 7102
[1407,] 2037 7859 11788 10561 8839 5965 4060 10128 4878 8625 10116
[1408,] 3183 3188 279 2643 5826 1155 4500 743 10137 1058 1651
[1409,] 583 4389 4574 6503 9712 8624 4928 9046 1407 2110 4607
[1410,] 2986 10317 310 7218 9597 11729 3764 6331 9368 3831 1284
[1411,] 10093 6475 2145 12909 4811 11613 8609 11280 13478 7819 9918
[1412,] 7418 3343 3993 7251 2549 6336 4620 315 779 7035 8592
[1413,] 5810 11782 10832 8604 11152 3731 3444 12501 5246 10076 9494
[1414,] 4485 5123 5296 12871 2372 8771 9041 8601 9376 12587 4321
[1415,] 797 9729 7749 3617 5765 3673 7160 8969 10604 2559 10658
[1416,] 4506 8497 1289 7122 9000 8865 2520 6499 654 8202 744
[1417,] 9621 5489 9761 11098 8985 8763 11730 8916 4785 11024 12432
[1418,] 6268 6965 1916 238 3645 6068 10609 4423 10781 4964 3989
[1419,] 1797 9418 10183 11876 4180 6824 11381 10237 4103 9474 11359
[1420,] 13297 12059 12719 12499 13194 9828 4129 9896 7629 7553 9881
[1421,] 585 9310 1660 3360 6992 2332 2659 4294 10308 8215 13274
[1422,] 12383 7588 10552 10744 11508 8351 11022 11842 13402 12268 9720
[1423,] 6335 5787 9788 12838 12388 1264 10266 11925 9867 8880 3497
[1424,] 6407 11365 4669 3766 6391 11984 10685 7124 5765 1335 1933
[1425,] 13621 12583 12781 10832 11621 13196 11062 9993 9721 11386 4921
[1426,] 5975 5859 4196 3987 7884 2264 2658 7488 1598 3591 3225
[1427,] 6544 7519 204 10244 10733 12735 3665 8807 3458 6857 8667
[1428,] 3723 8469 7504 9815 11250 7125 5881 3416 5721 10935 10423
[1429,] 9874 449 7480 8699 4167 7763 10023 11105 5564 7987 7617
[1430,] 8846 7239 8214 5055 7417 4897 7066 1708 6694 10377 312
[1431,] 12586 12648 5094 7035 13249 13267 9443 12996 8631 9915 3723
[1432,] 6893 3897 5764 7036 2986 9991 7562 8495 9620 10752 6991
[1433,] 651 6342 1491 367 3421 8208 1817 3613 3406 971 2674
[1434,] 1925 2875 13311 12834 9031 12647 13115 2061 4731 6067 12472
[1435,] 9442 12754 7367 4960 9590 4842 4452 7417 8190 7192 11664
[1436,] 5070 7107 10718 8629 9679 10168 7580 10218 13124 10796 9033
[1437,] 7240 8465 1681 13538 11863 11895 10777 9588 12418 6789 12169
[1438,] 4461 1854 5034 816 2656 4354 13245 6723 2471 8447 8606
[1439,] 8368 11367 7664 7070 12446 9785 10677 2170 8260 1761 3798
[1440,] 5815 2230 9983 2212 9307 1492 4467 8295 5436 13454 5087
[1441,] 4753 2227 9072 5004 5681 2755 4455 2249 11797 12699 8361
[1442,] 6700 787 4184 6687 2285 2299 956 5352 4511 6204 1250
[1443,] 7643 12853 10592 9940 6638 9236 8270 12308 7228 7094 12402
[1444,] 2454 581 6579 7815 4525 10984 1371 2638 7075 2733 2444
[1445,] 3569 2968 4294 210 11465 1722 4354 2162 3048 189 1096
[1446,] 1907 12764 10161 7582 8945 7915 8955 5425 6681 4302 7507
[1447,] 11346 8844 7295 4819 3066 8515 1723 12719 13277 3008 11513
[1448,] 12997 9801 13156 13334 12059 6383 10295 13371 12039 7692 7735
[1449,] 6325 5212 7595 5209 1921 10876 2683 10456 3302 2740 8480
[1450,] 5452 1818 2416 3516 7338 8220 11472 10541 9425 5430 6928
[1451,] 8863 8091 8033 4012 4762 6896 11347 5160 12151 10766 10899
[1452,] 2467 8092 9202 11267 8092 7916 4563 8409 11828 13168 12585
[1453,] 2111 7429 4239 8771 8005 11479 6580 4395 9007 6397 10803
[1454,] 8832 8249 10888 2504 8638 11763 2659 12077 3207 9236 5187
[1455,] 2577 8457 2224 3049 8004 8023 10630 7327 954 10657 6115
[1456,] 12725 9334 12494 2959 6646 5505 3740 12058 9162 5492 10952
[1457,] 8446 11386 4390 7848 3488 10991 5688 6702 13616 8076 8590
[1458,] 5617 2700 2552 966 2233 6915 5348 4971 4172 10226 1504
[1459,] 7881 11413 7722 2397 12175 13264 10218 11801 8495 11161 5733
[1460,] 5941 6702 4521 12812 7729 7579 12441 10582 7170 12033 6997
[1461,] 7471 1520 1906 2671 883 5122 2368 4916 656 2079 1072
[1462,] 4968 12247 2063 10780 8638 10027 12450 9956 8846 12419 11430
[1463,] 8210 10470 8937 2426 11939 1824 12080 7254 7367 7274 5902
[1464,] 9101 13197 8496 10097 9079 6902 1158 7572 10069 10761 7116
[1465,] 8670 378 4072 2729 9668 5646 762 9138 1497 1145 6787
[1466,] 2605 4869 9835 5785 2395 7992 1158 5137 8604 10581 11323
[1467,] 10410 10907 4633 13235 4131 7977 9534 5691 9862 11945 4768
[1468,] 6903 12357 4200 6564 8742 5776 10754 8506 9272 9108 12557
[1469,] 9148 10251 1347 12738 3122 9445 4731 4293 12300 10918 13481
[1470,] 13098 5574 4766 2663 7634 4560 2360 12689 13314 8333 4941
[1471,] 5594 12667 9545 1915 10085 5054 11279 2129 5046 13385 9310
[1472,] 12584 9081 9010 13566 9389 11607 5126 9914 10584 3607 3949
[1473,] 9060 11719 5377 13006 6325 12973 13507 13252 4382 13323 12583
[1474,] 6322 9170 12131 2233 10555 11876 2697 13214 2274 10012 6241
[1475,] 11587 13194 11110 9782 11297 9027 12628 8754 2368 10114 11721
[1476,] 3264 7260 10108 12333 6195 10239 11576 8341 9105 9019 4119
[1477,] 12596 12959 13233 3957 9555 9247 4456 4984 13182 11785 13566
[1478,] 3453 8469 7194 2242 11263 10907 7030 13217 2274 10897 1186
[1479,] 1628 12900 7989 10009 6658 4474 704 13495 12847 11085 11491
[1480,] 11292 10696 5083 10889 12262 10055 2434 13186 10647 12075 3731
[1481,] 4062 4263 650 5585 2307 5298 6608 3763 1210 471 1980
[1482,] 10326 13075 6755 6863 1375 9428 3051 6814 4794 12416 11888
[1483,] 72 854 688 1866 1623 398 1014 341 1202 1880 4314
[1484,] 10726 9829 13684 10903 7009 12860 12741 10787 8538 8521 13077
[1485,] 6980 735 12094 9610 8598 7614 5583 12068 10239 7225 10204
[1486,] 2387 3372 1638 764 3152 239 851 12243 497 2694 2418
[1487,] 10714 10730 13019 12273 11634 12762 13266 12687 12039 12827 7187
[1488,] 6246 11257 13095 7577 8054 8094 8115 4084 9100 4867 2576
[1489,] 10371 7162 7215 3033 7910 10238 6743 11653 12379 11818 10223
[1490,] 13221 11508 8999 12112 11621 11584 11794 11341 12132 12290 12832
[1491,] 7514 8604 5463 10237 4436 9785 2743 7749 9426 8227 1197
[1492,] 2857 2201 4223 2849 5245 4092 3244 3929 7520 4211 10169
[1493,] 12448 7695 10572 1726 12236 8304 13051 7838 2137 12440 4667
[1494,] 6271 2135 5709 4733 2340 4095 4305 3596 3015 10761 5913
[1495,] 8024 11643 8964 2763 12206 7806 9365 6919 8374 10652 9289
[1496,] 10837 5460 10973 2531 6884 4717 1567 11435 3811 6001 6965
[1497,] 13712 10772 13451 4816 12267 10063 10248 13321 1278 13342 11866
[1498,] 11276 7700 3713 13549 5620 9121 11794 6844 12109 13064 11854
[1499,] 6096 6841 11768 10103 8059 12607 12064 6011 2188 2782 5688
[1500,] 461 10153 7532 11381 5479 13372 7008 9566 8213 6249 8625
[1501,] 402 3298 2615 6352 10536 8895 11660 11733 13031 4345 12899
[1502,] 8729 968 5498 3602 376 3566 2261 6979 8387 1179 3659
[1503,] 4381 11238 3456 6273 7287 12724 4612 13103 8188 5813 12895
[1504,] 8741 5746 4118 5877 9634 6713 11169 2867 10696 8362 12709
[1505,] 7604 6443 10534 11748 5607 8426 4913 11810 9506 10559 6939
[1506,] 7391 10564 4037 9847 4416 4366 10119 7745 9435 8061 11745
[1507,] 12501 8863 13449 5775 13408 13485 12326 4657 7092 8099 11515
[1508,] 9159 4341 363 7845 1257 5303 11457 5626 56 4234 2260
[1509,] 3036 6689 6658 13052 9494 8436 12385 13302 9506 12827 2616
[1510,] 5198 7075 5979 13459 4913 12233 11350 8499 13394 11502 6993
[1511,] 4224 9513 6104 5574 7224 12636 5636 10483 12394 1314 3209
[1512,] 7699 9129 2448 6783 6010 3777 7991 10331 6798 4990 8671
[1513,] 5935 8941 8944 11484 10311 11169 10481 11822 13119 12787 9005
[1514,] 11214 1575 4236 6635 11279 7178 5161 1586 8728 7767 9150
[1515,] 7083 6841 1531 13600 12644 7798 5229 10703 9789 8362 11311
[1516,] 11956 1779 12128 5051 7501 10903 1487 8401 7944 10411 3166
[1517,] 9800 13324 13264 10984 2423 4280 10818 10303 12337 6676 7406
[1518,] 9454 11625 7905 5827 10364 12153 7373 11935 4931 10611 11890
[1519,] 4730 2976 3239 7623 3111 10691 5349 9453 2802 12241 2820
[1520,] 10396 13422 13263 10690 6551 13296 7884 4096 9248 13026 2578
[1521,] 9980 5430 12961 13013 11511 13323 8185 13481 13254 12827 9650
[1522,] 10578 4889 7523 6210 8037 3258 7718 11721 12162 12529 7243
[1523,] 2691 2545 7245 1586 5432 1393 2169 315 320 4599 356
[1524,] 11626 5153 6501 13173 5342 10786 5399 8731 10807 10520 9305
[1525,] 473 7254 7538 7785 4491 7001 5923 9582 13046 5066 6588
[1526,] 5325 12794 7197 13287 12360 11404 8928 13340 9242 9095 7467
[1527,] 8240 10938 1579 13236 12428 8136 1140 9181 2880 11454 3972
[1528,] 5769 10242 13116 5426 11752 9354 5326 12827 3091 5003 7280
[1529,] 7922 12276 13368 8256 13565 5617 6735 4123 12906 5582 12363
[1530,] 4660 10586 1977 12638 7377 12406 5936 13473 8253 8655 1230
[1531,] 1357 12836 3491 8860 8371 11512 10002 4520 4590 3793 1749
[1532,] 12394 10221 12820 1502 12894 9280 8827 8215 11056 7892 6236
[1533,] 5645 7000 7554 9781 7426 3162 4746 7731 1671 8648 6588
[1534,] 11868 9723 781 3723 11212 9404 4180 4965 5280 10445 9105
[1535,] 5067 8227 3297 3180 6950 11260 5562 6429 6877 9459 8485
[1536,] 5536 885 2687 1063 2315 239 8788 1307 2561 5048 75
[1537,] 465 11370 3499 4228 3473 4346 13404 9735 751 6861 2411
[1538,] 7539 4156 13148 9786 9090 4929 8775 7635 7788 8970 11485
[1539,] 5855 5028 11557 8222 12625 5680 8090 2287 7907 8335 5134
[1540,] 2796 3459 6558 4572 6568 4410 3694 3542 1240 9683 915
[1541,] 9375 6658 13208 7467 5721 9221 12801 9914 11393 11036 8218
[1542,] 1422 9611 5025 2368 3446 2585 12697 8772 3392 2368 1203
[1543,] 35 44 508 1920 142 18 2028 52 738 521 565
[1544,] 12575 12300 13458 9577 11074 11636 7803 12054 11079 7193 9399
[1545,] 1165 3234 1807 4466 1073 2295 2113 4326 10373 6970 4352
[1546,] 2501 4269 3213 2645 6380 9099 13243 12608 13363 1072 8618
[1547,] 2343 5597 1012 10830 12628 5581 10499 1437 7715 4686 6786
[1548,] 3957 13292 12905 8677 6955 1574 12440 2142 10964 10218 12126
[1549,] 2992 5029 11522 8588 1984 5680 7788 5034 7907 7074 7365
[1550,] 12737 12552 11988 3687 12227 10503 8581 9996 7298 13578 12324
[1551,] 2018 5166 2618 13246 3263 13150 12170 7576 4401 1625 12167
[1552,] 2456 2920 9955 4264 8087 5931 8452 11375 12183 11405 10139
[1553,] 3642 10947 12909 10593 8199 11767 9538 9167 12959 8808 9312
[1554,] 1995 8572 7247 6171 7494 4413 1327 7818 3421 1301 5551
[1555,] 12387 13082 13559 11469 13181 12446 11745 12684 13499 8301 12300
[1556,] 2541 9398 11619 13119 9858 12626 11691 10427 9214 12599 13267
[1557,] 11381 8008 783 2352 1039 10095 4214 5325 10691 7376 7071
[1558,] 9612 5996 4683 8515 9676 12215 10534 8301 10008 11500 8918
[1559,] 10457 10469 4346 11335 5333 8931 3595 12199 5599 1119 5259
[1560,] 3541 1847 909 3154 8245 2579 2569 520 301 361 2676
[1561,] 12052 5470 7730 7957 2781 10542 11753 11272 5895 10279 5571
[1562,] 12364 8093 13289 1112 5354 5244 10618 6568 12636 12529 6207
[1563,] 7865 4406 2059 7917 6806 7562 7130 5869 12260 12763 8997
[1564,] 13002 3655 12445 13341 12937 9113 13612 943 13455 12675 12961
[1565,] 12260 10817 9022 9462 11013 7528 13050 4699 2658 4680 11340
[1566,] 7572 11191 5344 10642 2466 7926 10889 6542 11964 9624 3442
[1567,] 7437 1277 3176 6745 6501 1872 2929 13123 13242 8460 10387
[1568,] 12327 3841 4638 10873 12005 2472 10613 9802 9792 6119 12047
[1569,] 10890 13294 11966 6820 11661 2808 1717 1098 7523 3999 3516
[1570,] 2367 4087 11552 10681 12178 6659 4510 166 4260 4793 2572
[1571,] 12419 12865 12677 6953 13619 9819 8373 13135 12035 12387 9650
[1572,] 7602 13576 9604 7843 3474 3406 9178 7796 11993 2091 9576
[1573,] 1451 2877 12912 10897 1117 2404 9407 4887 4114 1453 5993
[1574,] 7739 10096 9865 11837 3875 7464 6418 3026 7261 7161 9873
[1575,] 6888 3615 11657 4762 5027 3811 2215 2183 12686 5652 11480
[1576,] 5411 1889 2394 1696 2566 2590 7075 1271 337 4422 10376
[1577,] 11430 11709 1600 5004 5865 9248 6681 3941 11079 4756 5511
[1578,] 11121 719 1278 3109 5159 3117 4305 3342 10721 4022 3783
[1579,] 2178 3675 11267 4696 3899 7529 12809 2867 9535 1783 6950
[1580,] 4134 6484 8816 4604 9867 12593 4951 10118 7667 9712 12807
[1581,] 11738 13446 3797 9068 8500 7440 13418 12940 7097 3495 446
[1582,] 10493 5873 11738 7694 12407 9685 11599 12562 11894 10090 10298
[1583,] 11647 11186 7533 11371 12450 11757 9943 8681 8142 8609 11657
[1584,] 2797 5335 7643 4501 1854 649 3428 2172 3496 2241 5082
[1585,] 3543 2563 1402 7334 6397 4362 4386 1276 10463 609 240
[1586,] 13371 1404 10509 12756 12531 12447 8256 13513 8411 3528 8713
[1587,] 10451 2853 1333 11604 7246 7976 1737 10590 12165 5349 11472
[1588,] 4995 7109 9379 11664 9625 5758 13347 2434 10761 4745 5674
[1589,] 10354 12953 6765 11766 10330 10768 7596 10267 12200 9464 6888
[1590,] 11439 12958 12061 8283 8424 9942 6684 4986 12989 13511 4079
[1591,] 2992 4830 8178 5348 11195 2852 6673 11561 9178 3613 2555
[1592,] 11840 600 12314 13473 11697 13214 10183 13509 13253 10676 8758
[1593,] 5321 5921 3360 307 11243 8914 534 5486 1639 5780 4446
[1594,] 10980 13171 7149 7584 8790 11757 5574 6429 11834 7258 13516
[1595,] 2374 77 1266 169 5953 2283 1885 5349 3378 2015 565
[1596,] 5539 7507 2707 8381 8337 5324 531 13427 9420 8580 1726
[1597,] 12723 10643 13556 6881 5721 9219 10993 12626 13408 11011 11229
[1598,] 4514 392 10383 10100 9197 4128 452 9149 7364 9598 3781
[1599,] 9802 8416 10387 6260 12845 5270 12202 12223 4904 9520 6454
[1600,] 5129 6762 5066 12822 2866 2389 444 9886 6329 478 6104
[1601,] 7729 13120 13689 9147 12262 12859 11303 6785 6069 8388 8210
[1602,] 3434 1785 281 1642 6310 8922 7891 6287 6684 4291 2559
[1603,] 8128 6208 5359 11685 3369 12939 12598 9604 12299 10937 12174
[1604,] 11061 9469 2155 2096 12806 11399 12547 13354 3854 13399 12468
[1605,] 12281 11031 12853 8238 5764 7590 9629 13212 10661 5350 10652
[1606,] 10018 11463 11955 6949 13623 8267 7523 1081 11470 5831 12313
[1607,] 5272 6234 11984 9648 3354 11463 7637 11567 10718 1080 7045
[1608,] 12620 3588 6672 4837 13577 7651 2254 11438 5961 7089 11372
[1609,] 3551 12481 4088 8314 9147 6381 10004 7810 13060 1070 4455
[1610,] 9852 5736 4224 12158 3388 5100 11277 572 11721 6578 7121
[1611,] 7804 4068 11520 2909 12070 5679 12920 5036 13419 7074 6226
[1612,] 2660 12258 3011 8923 3653 6255 4337 5996 2886 7331 9278
[1613,] 9311 10287 10855 7147 5616 3582 1436 8247 10136 5703 8547
[1614,] 10575 10443 6465 13464 12364 5160 8730 6591 8762 12363 10937
[1615,] 7747 3788 11649 5959 11110 9367 5060 13187 5896 9536 2049
[1616,] 11100 2306 5708 4688 11347 8971 12547 4119 7436 2987 11473
[1617,] 5763 5558 12171 7090 400 2245 6137 1551 848 6199 4934
[1618,] 11198 8546 12261 9774 7415 1826 5426 12223 4990 11269 4893
[1619,] 12724 12973 4073 911 5825 4500 10512 9222 7560 6908 11882
[1620,] 12235 9801 11258 10078 12259 9915 13531 11410 12865 2172 11283
[1621,] 10949 13002 11686 11648 8742 2996 3491 11641 8074 11045 11045
[1622,] 4380 7965 1890 8198 6534 3352 8544 6024 7688 8470 5942
[1623,] 5051 4731 2076 11757 8644 8753 6230 5818 10766 2718 954
[1624,] 11529 7240 4983 5379 2467 4028 5665 8344 5480 2448 5192
[1625,] 3532 871 2384 2317 6566 3495 222 4538 9472 1958 380
[1626,] 10462 10872 5681 11831 11945 8858 8747 3759 12156 6079 12808
[1627,] 4148 7002 10062 6491 2823 5999 7035 9388 12370 6742 4270
[1628,] 7078 7919 8012 9025 12648 4953 12007 8386 9668 10633 9228
[1629,] 4558 2622 4460 10655 10730 3485 831 523 3537 9001 4017
[1630,] 1990 560 1966 8379 4413 4315 180 3531 1722 3809 527
[1631,] 124 107 3319 1059 4118 149 376 1327 837 3858 860
[1632,] 9001 12251 7450 10595 4276 10366 11893 10118 8682 10236 7895
[1633,] 4561 2556 5425 3559 5553 652 3633 5584 2558 7480 907
[1634,] 5155 2441 9206 5078 2376 7898 11653 5128 4272 2803 2317
[1635,] 3758 3496 7287 8663 7805 2924 2982 11432 11353 2493 9982
[1636,] 3611 2553 5415 9839 8271 9042 10679 1530 3426 969 1481
[1637,] 11967 11399 12745 3805 8857 4128 11003 3824 5201 11980 2655
[1638,] 4872 13147 12853 13281 6763 3701 3440 5052 13566 5697 12131
[1639,] 13136 12098 9922 11559 6656 7516 5056 5793 3590 8345 12964
[1640,] 7437 10585 6136 12251 6518 7302 13406 9740 13615 10413 9560
[1641,] 5586 8546 11765 10607 3575 7785 9054 12565 3307 13382 11187
[1642,] 8892 4989 11552 2151 9527 4995 4511 10309 12746 1231 5166
[1643,] 2313 4472 6613 2397 7663 1417 4981 5655 7409 9399 4603
[1644,] 2593 10619 5591 593 6121 6060 5991 2010 6083 7595 4560
[1645,] 12552 10304 11520 6134 13201 12127 11504 8268 7955 12700 6316
[1646,] 11361 2704 11847 13547 12499 12433 2188 12689 10556 7703 8722
[1647,] 10466 7338 10946 13544 10656 13556 13399 10481 11780 8449 7426
[1648,] 5810 8203 11034 3405 5055 3024 8682 5264 3094 11068 6194
[1649,] 8138 1520 6153 5336 12832 7084 5362 8168 10006 6082 7952
[1650,] 11004 3259 9202 12370 3353 7823 13173 11600 6368 9236 2782
[1651,] 11647 7292 3474 9787 7466 4008 4346 9709 8736 10518 6038
[1652,] 4173 3352 4643 2620 3417 1906 10663 988 5784 2234 2737
[1653,] 12241 4020 6194 11660 11123 2951 2478 6352 8652 4987 1448
[1654,] 4825 5029 7046 8574 619 6643 8837 6144 12978 1825 5251
[1655,] 10799 11099 1236 6125 5004 4818 2816 11644 6814 8523 3416
[1656,] 9570 11046 5697 1501 3957 12131 12855 7215 7254 11462 10559
[1657,] 1619 8037 499 3964 4992 4851 52 3205 3349 9556 6547
[1658,] 11716 12536 8695 13069 7814 13411 703 4831 13505 9390 11242
[1659,] 10876 8040 12831 13088 12952 4506 4448 11538 11072 9447 7339
[1660,] 5270 3925 11984 7971 8132 8123 12045 10943 7337 13075 13228
[1661,] 11303 10165 12830 12175 11621 12102 9843 13027 12969 11576 10436
[1662,] 10578 11981 6361 4840 11233 12317 8772 12555 3061 11956 1472
[1663,] 10899 10205 1524 12329 11027 5624 12880 13210 5121 141 3624
[1664,] 9707 1491 5627 7043 9167 10858 13551 10092 10900 2775 8055
[1665,] 4235 5272 7238 11015 13355 4315 7949 13428 11971 9166 6510
[1666,] 4173 3351 3685 2017 8231 9777 10663 2010 5781 2233 3555
[1667,] 11401 2672 12701 3774 6830 9355 12307 12396 12540 10565 9692
[1668,] 2682 10538 2255 2794 6549 3479 11479 2166 2549 4856 4008
[1669,] 3820 8331 6268 3460 2285 8609 4766 4325 2400 2839 12251
[1670,] 12293 8327 10284 4986 5872 12572 12986 11021 10397 12908 12171
[1671,] 12459 12700 13328 10920 4860 2069 751 6113 8933 8318 11536
[1672,] 2985 5078 2510 6807 1446 1634 2874 794 5713 2008 607
[1673,] 6214 6967 8063 1580 11233 12303 7667 10984 8604 5229 8849
[1674,] 12336 5726 9796 5870 9828 9719 8539 580 7672 11446 8090
[1675,] 13190 4507 9790 2515 12812 7976 9288 3878 3887 10741 5937
[1676,] 4558 1850 4438 4110 830 1952 6915 5535 3530 7031 576
[1677,] 3590 3692 11163 7105 6549 6106 9538 4926 2646 10499 1541
[1678,] 5076 2058 5614 7507 8297 7800 7197 11352 6415 7241 6914
[1679,] 10853 5453 2798 11469 10366 6531 10183 12700 7649 8865 10546
[1680,] 11536 12405 4638 11873 10543 10869 5369 7305 10816 9728 9826
[1681,] 13249 8820 12788 11516 12592 9262 1167 3962 11477 12287 12477
[1682,] 2886 13546 5446 6753 8360 10434 7081 4503 4628 9595 10383
[1683,] 6654 7028 11486 1497 13175 4500 12139 11538 12713 9360 4072
[1684,] 11852 12082 12719 11747 9284 11015 11185 6901 5966 11299 12384
[1685,] 12087 3009 10652 10910 9319 7475 8569 2233 10628 1199 12325
[1686,] 8026 11808 2110 10345 2032 7792 4293 10261 6365 7828 6895
[1687,] 4833 8034 10039 7538 4880 5681 8090 7489 6737 11177 3189
[1688,] 10908 12623 12733 7626 7873 6697 13659 9129 7222 10302 10700
[1689,] 6248 7375 12562 2242 9796 10355 6797 6212 11782 10030 5197
[1690,] 10005 12083 5534 10339 10848 13493 8361 13383 13397 13446 7905
[1691,] 4227 6953 10891 6070 11159 12599 4486 8381 11831 12140 8407
[1692,] 10254 3025 806 6122 2078 4862 2624 11071 9370 777 7500
[1693,] 3116 9216 11626 10033 6908 10647 4251 2281 7698 12070 11958
[1694,] 5884 1696 4655 3849 7834 9293 6447 1628 9704 5858 8821
[1695,] 5991 11126 11034 1826 5986 5770 5580 3278 6816 2690 5269
[1696,] 9893 8441 9579 11332 3393 5161 7717 12550 7366 6407 10006
[1697,] 2712 5328 12296 11411 3634 907 10008 10559 12011 8498 11744
[1698,] 8922 6996 10914 12753 10804 8060 1956 290 13194 12346 7692
[1699,] 384 8643 1585 1862 4608 3472 1828 1035 3520 4836 5082
[1700,] 7701 8705 13298 10734 12858 13203 10141 6883 8388 9820 7964
[1701,] 92 2584 360 883 314 53 218 543 318 2544 2594
[1702,] 1159 5409 12189 3394 7036 3018 2278 3908 7808 7822 244
[1703,] 5334 12458 9559 9834 9077 13308 10112 10484 13211 4301 11799
[1704,] 7288 6269 11139 13366 12458 11876 13651 3339 8193 11196 6346
[1705,] 7836 5972 1767 5424 1563 2245 8626 10395 12144 7375 2055
[1706,] 9684 12456 12147 13397 10068 7173 7918 9368 11783 6094 7353
[1707,] 5910 12652 8377 4378 6941 8551 13442 11461 3584 13537 9307
[1708,] 3201 7269 8221 7266 1295 11264 10799 4058 6673 6067 5169
[1709,] 4670 1423 13688 2801 11101 13089 9559 2865 10685 10345 11845
[1710,] 414 2627 4648 7831 511 6331 5446 988 2585 7877 9091
[1711,] 8759 9297 8915 5827 8565 12545 4283 6125 8650 13268 9003
[1712,] 11067 13595 3128 13246 11858 10301 10773 1811 12776 6775 10989
[1713,] 2018 624 1163 593 4145 3233 2219 2743 1427 3162 2653
[1714,] 13091 5951 2951 10143 8514 7500 10464 11531 12118 9914 6938
[1715,] 9126 1561 10414 12560 7988 11396 4366 7097 13296 8591 3050
[1716,] 4601 8092 7490 7200 1527 6017 618 6378 5684 3463 3345
[1717,] 4468 2125 1161 393 4138 8822 743 1951 1483 980 6101
[1718,] 7311 12463 1502 3342 9194 8152 281 4122 9839 13022 9074
[1719,] 3905 1175 3927 6080 6747 4625 11536 12465 10191 3591 6316
[1720,] 9045 10403 4082 12228 7408 10343 8967 12862 8054 12336 11055
[1721,] 10166 2356 7307 2221 2083 3778 5707 9492 1601 11852 7500
[1722,] 2278 8333 7418 11300 1597 12204 6865 6360 11891 7983 13557
[1723,] 12792 8850 13451 2780 11711 8314 11118 9999 8471 11748 12509
[1724,] 2538 6892 3127 6204 3595 531 7043 5375 4274 1925 2580
[1725,] 9657 10867 9042 9949 7198 1710 9764 2011 9913 11385 6123
[1726,] 12195 11526 12032 11778 11084 3606 7428 5920 6036 8791 10842
[1727,] 351 7806 8808 2770 1368 6871 12432 2020 2097 6909 12781
[1728,] 6856 9378 9393 7895 2222 11740 9070 5264 11247 6964 1284
[1729,] 944 955 2837 1374 2352 3241 2946 11922 2102 1432 1898
[1730,] 327 1489 8011 8039 3776 704 2391 10672 900 7118 8265
[1731,] 13293 12709 5695 3851 9611 13422 12856 5230 9684 8313 13206
[1732,] 10938 10317 10854 2996 2926 7621 5854 1114 12360 10189 7551
[1733,] 5613 353 930 2068 1244 85 506 157 193 977 5079
[1734,] 4919 4936 12609 10534 8758 2992 4473 7521 5554 4788 2341
[1735,] 1809 7556 1449 9504 1169 12588 8199 3692 2993 5183 6923
[1736,] 13158 11740 3719 13651 6907 11192 11988 2281 12139 7135 10662
[1737,] 11939 10935 8808 4672 4792 7816 13304 9955 10898 13401 9038
[1738,] 7882 6858 10732 8081 13661 5654 9450 4620 8623 3605 10927
[1739,] 3880 8839 13444 8458 2790 4557 12379 9810 10844 10161 7181
[1740,] 11716 8811 12007 12058 9377 1023 751 5001 8543 9320 12685
[1741,] 7095 11206 10101 9661 12852 5965 12892 9383 2076 3671 10144
[1742,] 1109 2612 2690 851 2705 648 641 7796 4628 3910 377
[1743,] 7410 10545 5033 4051 9129 4379 1984 8770 11972 5625 4297
[1744,] 3526 3464 764 4229 3634 1980 3559 4572 3404 2819 915
[1745,] 11555 11929 3123 8337 5177 9641 8919 1676 8923 6787 3009
[1746,] 8478 10085 12838 6033 2901 8272 13665 8197 5361 12566 9403
[1747,] 7625 1913 9626 13469 5603 5401 10129 2002 13266 8671 7717
[1748,] 4416 3451 5879 608 6407 663 1848 2965 1831 1768 5083
[1749,] 1073 6378 3497 10650 2305 11503 13515 12887 10455 10118 9619
[1750,] 8869 6182 5659 5403 3352 12892 9647 10222 8941 13310 13054
[1751,] 4349 13197 7284 9416 5308 8922 9910 13052 11046 9026 10230
[1752,] 8667 611 3189 7914 2032 1412 11986 5826 7691 6566 10576
[1753,] 4697 3502 6167 3717 4825 11699 6013 12383 11326 6484 7731
[1754,] 12052 4473 12299 7961 12535 13209 12717 8908 9496 8291 12750
[1755,] 4874 12735 12095 6456 11032 2088 10760 7231 11019 5696 10436
[1756,] 2543 9375 8195 6066 13587 11817 8891 9390 7953 9108 13381
[1757,] 13276 8268 3038 11208 9597 5500 12983 12057 10124 12136 8557
[1758,] 5536 336 10479 11988 9977 148 2081 525 1257 1610 869
[1759,] 10636 1788 12640 13503 1780 6262 4646 2505 1695 9031 11798
[1760,] 11118 12814 1945 13456 5479 2548 10944 12869 8207 8500 2400
[1761,] 9159 6398 6551 12633 5507 11983 5455 4495 11978 2081 3795
[1762,] 13087 13373 13343 10798 13213 9901 13041 13298 8331 8835 10551
[1763,] 6721 11528 9018 4549 6668 8388 3172 12680 8476 9396 1532
[1764,] 9574 8233 8446 7656 11816 4779 3510 11087 5549 5022 7494
[1765,] 12874 11138 8104 6338 10194 7495 9834 3989 12331 1823 8378
[1766,] 2508 6808 6413 9759 10578 9524 10589 12767 4882 7011 8941
[1767,] 8749 1373 10562 8985 9456 11167 11729 9818 10524 9207 8015
[1768,] 7967 12857 11333 8976 10330 7741 9210 12300 8367 13289 13041
[1769,] 7070 11422 9772 13388 6250 8656 7190 6962 5148 7322 9064
[1770,] 3449 7345 8286 2436 4269 12721 8141 5461 4298 2527 10362
[1771,] 6653 5367 13294 12261 7507 9835 9188 5711 12857 9691 10589
[1772,] 13496 5678 1898 6772 8856 8958 3190 2192 3066 13522 6045
[1773,] 7150 10870 8052 10779 13336 11781 11227 9172 6486 10665 13048
[1774,] 672 872 1400 2320 1314 6373 1981 5612 5838 1304 4456
[1775,] 9565 5715 1543 7616 11179 3727 11367 2154 1490 2158 6914
[1776,] 2101 9585 2618 5200 2405 12929 2763 4363 1683 4423 3349
[1777,] 10121 7607 13298 12781 3863 11039 11722 12697 8388 13107 13539
[1778,] 5288 12789 11169 11324 10825 8066 8921 2532 1666 4964 4447
[1779,] 13488 5692 9010 9030 3733 7566 5319 564 2935 5717 3946
[1780,] 8500 7586 11848 10310 10848 9881 6041 6817 7151 9307 926
[1781,] 5990 12730 12908 7219 4961 8568 2454 8456 10100 6416 4839
[1782,] 3166 1268 7904 3706 7056 926 3417 618 5788 78 1998
[1783,] 10972 12029 11322 5738 13230 3098 10166 3722 8847 9706 11429
[1784,] 3459 10129 11116 8727 10547 11882 7921 13096 8152 6085 12538
[1785,] 2013 2528 2339 2341 3428 8220 12106 11206 4554 9503 1366
[1786,] 4730 1087 3240 316 1015 4831 1770 2216 2798 7685 469
[1787,] 9053 8984 7919 10066 10585 1793 10487 7087 12162 10782 8853
[1788,] 5763 4450 8940 6854 11502 9287 3051 11356 5996 12698 12346
[1789,] 1671 6125 10290 844 2298 3938 3763 4330 470 864 851
[1790,] 7024 8205 7869 6146 11053 10711 9643 11564 12902 13268 12979
[1791,] 7484 11242 6363 8720 4384 1237 6954 8645 6548 10072 9595
[1792,] 6937 11561 2193 13228 5902 7563 11160 10061 10600 5949 3492
[1793,] 9912 2990 5229 13179 12780 1802 6256 2129 10776 7760 2239
[1794,] 11317 6061 12518 10920 8708 9954 7780 5218 12320 4264 6422
[1795,] 785 12622 5111 3175 4046 193 13049 3911 876 7443 3746
[1796,] 12638 4841 8434 4448 5069 5841 3656 8486 3317 6717 5423
[1797,] 11601 8094 12877 1192 11295 12964 534 6242 13192 12959 7512
[1798,] 8080 10324 6104 3571 11784 2394 12260 2423 13211 3230 3456
[1799,] 197 3196 2291 6479 5808 5668 1903 1134 9170 13159 7362
[1800,] 12147 10739 9903 13041 12601 13402 12751 12966 13404 11748 9745
[1801,] 1451 11206 3426 10677 12450 7939 12892 1831 11725 6302 7118
[1802,] 12193 2242 13217 8085 7624 1023 1726 2231 10647 8113 2752
[1803,] 11530 9988 6942 11154 12823 7826 12892 7349 7727 1951 10906
[1804,] 13696 2159 10646 6926 7288 6189 11969 2063 11657 3993 7057
[1805,] 7784 404 7335 9675 3117 4822 5196 435 1338 8937 2828
[1806,] 1674 2825 13432 4680 5772 5597 8340 5671 12882 10634 3891
[1807,] 8867 11883 7167 3342 9238 10790 12540 6266 10794 7265 2781
[1808,] 2501 6014 9191 12964 6790 6004 10758 1700 12751 10388 8372
[1809,] 5474 2564 2418 75 3449 5330 4407 584 5750 209 2679
[1810,] 5341 5480 8840 7973 4275 10360 7197 3756 11565 1486 7760
[1811,] 11742 7735 13193 4654 12588 3530 12324 7867 13078 11387 12066
[1812,] 5844 11839 7040 9237 11526 2899 13225 5073 5401 4713 11112
[1813,] 2792 3385 1963 1219 5444 6376 5712 10563 1722 10555 2594
[1814,] 6870 4582 9682 11762 5611 10633 11158 10672 10540 12303 7882
[1815,] 12422 9756 11264 12517 11518 10548 12373 12321 10556 11099 11231
[1816,] 7629 9729 9646 8983 11637 10551 8274 7955 8382 9400 9717
[1817,] 5319 8088 12880 11281 11358 13306 11591 13050 11880 9089 12148
[1818,] 12256 4827 5939 7177 1993 6617 3440 12782 10604 9404 6233
[1819,] 1184 7197 9400 11915 7050 2287 9018 13238 11174 9569 11173
[1820,] 2886 7526 4407 9380 7439 4349 5945 9735 5743 10541 2411
[1821,] 6115 11191 12111 5244 5531 12293 1318 10308 4300 1931 9504
[1822,] 11031 3699 6970 2414 8932 8089 11948 3630 6084 12822 9240
[1823,] 5854 11094 1242 10520 5058 513 6872 9541 11889 8536 5450
[1824,] 2437 5177 8206 4216 5229 5901 11644 7258 9121 6695 3266
[1825,] 12671 10870 8818 12686 13115 11457 13318 1465 10910 11334 13365
[1826,] 6569 3065 6346 2999 5005 4926 1381 8510 1631 5582 3231
[1827,] 5134 5986 11390 12858 2839 6891 11345 7343 12577 7609 9762
[1828,] 10680 12042 6676 7913 13190 13021 3918 8961 11646 9350 13417
[1829,] 2526 12949 10612 5525 12416 9507 10422 13418 7668 8757 10746
[1830,] 8075 2952 4353 10104 10795 8720 6318 6024 8584 7255 5045
[1831,] 1292 11206 9960 7882 3236 4081 7698 8371 1490 6644 10912
[1832,] 4697 6510 4529 13015 12981 8273 1563 5635 561 10329 7735
[1833,] 1531 8903 4283 8911 6086 1721 3187 3925 1506 5096 1541
[1834,] 11422 12207 4715 13576 7752 11610 8585 11347 8824 12074 4518
[1835,] 10293 7812 11424 12930 2849 6596 10410 2780 4833 9393 11982
[1836,] 3272 10364 8248 6178 4192 3191 10067 8379 3186 6748 8690
[1837,] 7197 9472 12124 8303 8900 11405 4535 6207 10167 5481 6243
[1838,] 7612 11773 4715 6048 7753 8396 7560 7167 3029 1808 9918
[1839,] 5225 6558 6153 6771 9241 361 396 5738 2920 6075 8945
[1840,] 9853 8528 6387 10097 11846 12912 7705 8625 6577 7621 4855
[1841,] 10468 8943 3342 7417 7175 6215 3129 9797 12866 7018 6846
[1842,] 5129 10931 3784 8016 13428 7826 5332 8987 2931 6368 4740
[1843,] 380 1278 770 4529 1228 10430 5953 6709 4613 2393 7609
[1844,] 12678 12952 13129 4859 9841 3325 8747 8148 11591 11406 8331
[1845,] 9556 926 6612 4628 13487 6623 10180 12405 4949 11424 10566
[1846,] 2726 4257 1724 5638 6394 3452 2571 7775 5765 1761 5808
[1847,] 7432 3451 5023 1623 806 3405 2933 1328 1256 646 5414
[1848,] 1532 3435 6540 4779 1914 960 9816 266 12005 1380 475
[1849,] 6614 100 5418 2626 9977 1906 158 6054 4598 7029 702
[1850,] 6959 12275 8144 9631 2828 3685 7846 7259 12367 12181 10197
[1851,] 9018 2662 2163 9568 11346 8998 1611 10089 1404 5402 9974
[1852,] 9324 13006 10044 3896 4654 3526 12982 1093 5388 4633 3238
[1853,] 6874 11034 8114 9591 4872 7504 5521 7178 6454 4760 6382
[1854,] 8799 10322 7411 7762 13610 5839 3765 12126 11923 10942 9491
[1855,] 12888 9044 4072 10678 3816 13342 5126 5855 2116 11034 10139
[1856,] 3069 1059 788 1148 4052 2205 11814 208 405 940 1011
[1857,] 4654 6956 5299 12877 5551 7014 9039 819 2895 11896 11209
[1858,] 11733 8850 13567 10011 8486 9173 8319 12951 10501 5885 12491
[1859,] 13209 8023 11359 2915 12881 12818 11283 9241 11474 13220 10522
[1860,] 1449 4296 473 5137 3442 2683 5695 1860 5820 3316 5522
[1861,] 5667 8661 5577 4613 9366 5521 7127 9828 11620 2106 12333
[1862,] 672 7371 7286 3554 755 11425 8112 8430 10303 1625 10437
[1863,] 6081 1203 7117 6146 8926 8650 7894 10950 7913 6695 4115
[1864,] 3352 9482 9251 3045 5205 9697 9589 9374 12159 5231 7211
[1865,] 10201 11565 8996 8490 4742 3667 11225 5821 1450 944 1521
[1866,] 6633 7865 6406 9194 7466 7833 2536 7131 6095 7496 6040
[1867,] 8898 3675 4551 3819 3901 11780 1131 12413 5177 7563 12784
[1868,] 9164 3458 2015 5264 5444 408 3647 5627 3546 1606 858
[1869,] 7553 6713 6501 9198 3387 8987 11276 12022 3668 12505 9155
[1870,] 8443 6424 5459 7848 2610 10987 12113 6673 4556 3151 2918
[1871,] 1335 2467 6828 7510 11452 8740 12064 8381 1490 12724 11942
[1872,] 7285 9460 1658 7619 6307 9686 13372 10259 6689 8450 9470
[1873,] 7625 6442 11840 12461 12220 9929 9231 12971 12037 8828 11240
[1874,] 4622 11978 13286 7725 10589 5281 10029 12569 8121 9032 13558
[1875,] 6164 4104 3959 8652 2027 11373 10076 9367 11108 4790 9531
[1876,] 7873 2825 6231 7055 2961 6703 13266 5635 8428 9565 1005
[1877,] 2049 9469 12934 9338 4220 10301 10772 10440 6868 1634 13120
[1878,] 12987 12850 13493 11470 12664 9219 9281 13316 3635 5880 10482
[1879,] 12162 8172 12428 12571 7815 13357 12022 9240 12144 11130 9754
[1880,] 2742 11952 11177 12996 4359 7978 8753 11720 8986 11397 7130
[1881,] 8265 9669 3994 10246 6389 4322 4561 8794 2456 9160 7572
[1882,] 8819 5406 9850 10732 3031 3998 4283 8873 5001 8763 11890
[1883,] 11990 11248 1866 7876 7193 13178 13376 1806 11195 9048 9645
[1884,] 6110 3351 2845 2794 19 4372 11468 1468 5781 6654 2680
[1885,] 9554 926 1432 8504 2849 11696 2200 5887 8665 6409 12020
[1886,] 9673 4870 4631 3189 12763 7949 9687 4109 6076 5177 7923
[1887,] 11266 986 1203 8180 3097 1601 3953 2993 12072 4977 9108
[1888,] 12524 13371 9920 12120 6660 9179 5114 12678 11377 11773 5588
[1889,] 12042 347 5466 8896 558 7302 10689 5624 7018 10554 2126
[1890,] 6160 3265 10114 5096 3347 6044 13206 10996 3186 4376 4439
[1891,] 11445 9899 11362 13664 9307 9309 3098 6821 12583 8914 12353
[1892,] 12286 11564 9740 11782 10373 2875 13086 2939 6406 12850 9838
[1893,] 3941 10105 7056 12862 12173 3686 7815 12072 12993 7193 10965
[1894,] 8083 6177 7215 1654 11913 13134 13207 11160 11836 13326 13271
[1895,] 1747 10329 1627 1673 932 3733 974 725 10231 1005 1141
[1896,] 12964 7250 2628 6801 1207 1202 9088 12580 2380 890 2582
[1897,] 11116 10465 9962 11173 9182 8008 11383 12178 10726 2811 10130
[1898,] 9926 13234 6489 8200 6522 9462 7640 6028 7489 10517 4893
[1899,] 9556 4591 9694 11133 11808 5642 12447 8098 8377 3444 9913
[1900,] 10659 12468 7523 12989 6163 13447 8070 6590 713 6783 11169
[1901,] 4393 11601 6967 12835 1918 4243 4152 12750 11383 7285 8259
[1902,] 10610 2281 12935 10990 8070 3355 1705 6579 12161 2127 2899
[1903,] 9040 10399 10090 10470 4239 10943 9752 4052 7746 10581 9855
[1904,] 9584 13178 10883 2926 12738 10658 3444 12498 12719 3570 10987
[1905,] 3919 11556 10678 6983 5783 4611 12007 7842 12578 4649 11907
[1906,] 4126 1395 2073 3611 11903 516 8199 3703 2993 7549 11996
[1907,] 5595 11140 7485 13265 7913 6953 983 5427 11922 7907 12573
[1908,] 4310 13596 10349 12883 13077 10310 12603 11179 10349 11606 12536
[1909,] 12403 1186 3920 5350 3873 2064 7772 7203 5386 6721 8518
[1910,] 13594 6571 8720 13214 13530 11091 10369 9877 5912 7703 7967
[1911,] 8712 9196 9398 10282 2281 2273 3724 11633 12449 11856 5423
[1912,] 13157 3662 3712 12485 10373 5561 7337 8854 12094 10278 12353
[1913,] 5028 8276 12856 3352 10286 3755 12656 3079 12325 2574 2373
[1914,] 13418 13376 13214 13346 12937 12074 13539 13456 5928 12682 11528
[1915,] 11225 619 1436 4613 4644 2045 10155 4655 1931 5188 124
[1916,] 5671 1397 735 119 2853 8285 1035 8845 8773 2421 5568
[1917,] 9032 3089 13263 9310 11356 7214 13211 12106 6755 11573 3213
[1918,] 4194 10257 8227 7611 4778 8810 4530 11602 11835 10952 7465
[1919,] 12256 10821 12010 9485 12142 13084 11134 13167 13133 7820 8899
[1920,] 10918 11066 7958 6048 5966 8452 7560 8293 4078 2407 9917
[1921,] 7756 9354 502 3978 2069 1117 4765 11661 5680 3625 3243
[1922,] 8876 12245 9949 6387 2026 10772 12410 6952 9667 12877 8298
[1923,] 473 7212 816 2432 391 1691 10930 1759 274 2066 3246
[1924,] 3111 1449 7278 1717 11197 5646 11772 9785 6423 11164 7940
[1925,] 11953 6747 8899 1984 5205 1787 1159 2010 9913 4009 4569
[1926,] 11847 1533 12765 8081 2900 7350 3100 4827 595 7690 2205
[1927,] 4516 9082 7559 4405 11966 7832 9538 4923 12650 8610 3801
[1928,] 13191 7900 11078 8703 8154 12308 13133 2924 9022 2204 4871
[1929,] 7460 8110 12660 6236 3659 8939 10107 6628 6954 13042 12641
[1930,] 6516 11934 12243 8749 13325 7138 13594 13087 10349 12601 13512
[1931,] 11290 9796 4508 10358 10351 4468 9362 655 2626 4439 5743
[1932,] 3759 9334 8091 5338 3695 1449 2085 3042 3115 11542 1167
[1933,] 12474 8752 5571 8496 13196 9918 4047 12318 13415 10316 7881
[1934,] 8874 9310 13370 12370 7717 11319 10546 10277 9944 448 12016
[1935,] 11847 5453 9695 13021 12659 13322 7203 11950 4938 12488 9700
[1936,] 11204 5328 8673 10255 4458 1401 3665 8840 12488 2373 3426
[1937,] 10899 11055 8889 6020 11671 5620 8651 7212 7304 5691 8843
[1938,] 1505 1339 934 2340 558 636 4713 1897 1838 2927 1812
[1939,] 8113 2876 6975 7402 13345 7981 11961 6784 5126 9234 5012
[1940,] 10405 11225 6872 9562 6214 5248 12909 8398 6368 12554 4675
[1941,] 8763 7814 6600 13484 13417 12518 13445 12962 11485 12870 9901
[1942,] 10380 3711 9967 12534 9794 1771 10323 7953 2646 9868 2632
[1943,] 7674 12603 8015 9181 5841 6685 12342 3796 1276 6891 9717
[1944,] 11058 5891 5708 10873 11981 11387 6541 9377 8586 6068 9962
[1945,] 9297 9796 4615 12057 13534 12793 3102 11299 12572 10759 7789
[1946,] 4361 1233 3103 4075 8156 6175 8151 5416 2297 1743 4260
[1947,] 10802 8874 1203 2086 4002 2245 3185 2994 10596 6199 10077
[1948,] 13658 2121 2408 10820 7745 10558 9393 12328 13416 11113 11533
[1949,] 727 8349 6506 8360 4472 5046 10107 8595 8177 5066 11681
[1950,] 12697 3952 5344 3146 10080 5958 2524 7635 1992 7492 6207
[1951,] 7046 3613 10682 9536 11452 11263 407 3779 6370 4811 11942
[1952,] 2916 5824 1814 6122 5864 1084 3468 13342 1604 7368 10282
[1953,] 12052 7616 9644 12271 13179 8350 11760 6875 9532 9404 9815
[1954,] 5459 911 287 465 3554 6360 1373 4563 784 1978 3325
[1955,] 11911 1944 7788 12467 6749 5577 13025 13537 3632 11921 5569
[1956,] 13438 6761 5822 5780 8647 5432 3276 2002 9893 12973 4928
[1957,] 8796 12749 13370 11879 13318 3742 7846 10223 13423 12121 10215
[1958,] 9759 617 11947 11823 11221 5142 10182 12022 6431 2115 7872
[1959,] 12735 11011 12053 10907 13640 11125 7541 10151 4803 6443 12068
[1960,] 3499 12484 3170 4110 1314 1949 8807 7822 3530 1958 2246
[1961,] 1770 7522 1828 5588 5092 3406 4887 8836 4612 2859 7603
[1962,] 5198 10349 11619 13156 4170 11345 11552 11104 13190 12900 12546
[1963,] 1136 10999 809 11376 7944 5830 10897 10337 9392 2838 5423
[1964,] 8081 1742 4006 7311 3640 534 4842 302 5492 1925 1879
[1965,] 3910 5608 2462 6555 12304 4763 12433 2937 7780 7431 3754
[1966,] 913 9025 7943 13138 7909 8757 13112 13009 11583 12799 12788
[1967,] 11763 7051 8127 7138 11636 3634 8841 6106 660 1680 2270
[1968,] 12705 11839 10035 11616 4845 4517 9095 9244 7895 2597 1168
[1969,] 11449 13287 10523 13654 11642 12141 10236 5797 13504 12481 8713
[1970,] 6018 11171 466 4978 935 6658 3765 10223 12742 3251 7371
[1971,] 6774 11159 4155 3937 9579 8586 3459 7442 6905 13317 8398
[1972,] 9325 6579 7730 9038 2781 9237 8374 11825 10541 10249 5566
[1973,] 1301 4733 1559 4321 3010 4977 6237 7107 2065 3671 9269
[1974,] 12128 9323 13229 2485 11520 11621 9821 12054 7878 11541 3115
[1975,] 10068 12091 4528 7497 13271 5694 8433 11434 8462 11084 928
[1976,] 7125 798 1731 5051 5207 9548 620 9356 11781 9023 7385
[1977,] 12905 6510 11859 12446 10912 12143 4979 11361 12018 12297 3485
[1978,] 10369 7889 6718 12666 10643 11296 11246 12441 9982 4897 10763
[1979,] 7650 3026 2447 7623 11752 9356 6638 7491 3212 7397 11051
[1980,] 6297 2791 6822 4274 11995 8843 7665 2930 6099 1945 2705
[1981,] 12963 12816 11153 13112 8924 11418 12605 7692 9315 9105 12874
[1982,] 9216 7507 11819 12905 8339 7275 4658 7778 2481 8653 4374
[1983,] 12625 11095 3263 8911 2251 8578 6491 12507 12175 9553 6187
[1984,] 12026 2303 7553 3145 3574 7897 12214 8730 12440 8643 7624
[1985,] 9159 13537 2707 6302 8338 9050 11446 210 10438 7462 4859
[1986,] 7411 9616 2253 515 9954 4353 10694 6723 1749 5444 3090
[1987,] 10826 2230 7368 10944 7787 1539 4447 4175 3222 12143 12869
[1988,] 8388 6806 6409 8187 7023 12881 6314 11461 7486 13492 10936
[1989,] 7119 11599 8049 8541 11902 10738 9721 4782 3736 11523 11571
[1990,] 10630 9502 9531 6234 11435 9009 11546 4465 6895 10525 8543
[1991,] 11792 12597 12797 10792 13562 8355 13261 12951 12663 8835 12834
[1992,] 5894 7100 4188 7644 4059 7690 2783 10402 5562 5548 12921
[1993,] 13394 9813 11378 10309 13398 8355 12372 11299 12665 6598 6902
[1994,] 13653 9757 8772 12471 7566 9818 13107 2731 3561 11919 8990
[1995,] 5512 9998 10456 4877 11410 7090 2403 3843 848 13526 3807
[1996,] 7953 11861 10299 5035 7017 12576 10101 6318 11235 7426 13406
[1997,] 9899 9455 10384 9322 9197 4159 1706 8727 10978 10521 2890
[1998,] 12256 11646 11362 13656 9307 11196 13530 11904 8631 8924 8956
[1999,] 13396 10161 10669 13653 12910 11124 9563 10893 12237 13308 10513
[,34] [,35] [,36] [,37] [,38] [,39] [,40] [,41] [,42] [,43] [,44]
[1,] 7349 10028 3758 5934 3796 8063 8174 540 3325 4779 6985
[2,] 9757 9216 6070 3248 7707 12679 8277 11336 7691 7210 6732
[3,] 9439 3381 5458 7169 4631 602 3966 7308 6093 8477 9799
[4,] 3958 10002 3114 3235 426 9681 1121 2324 1756 243 3604
[5,] 3996 2983 2091 10983 5834 1559 6928 10885 10151 12034 5937
[6,] 9346 13115 6449 9034 8778 10892 4718 10877 3061 3321 1529
[7,] 8555 9207 8022 11680 10562 12930 5523 9073 8580 1149 11118
[8,] 5684 5568 5617 5339 3140 7480 5549 9480 4519 5353 5998
[9,] 6151 4838 3271 5214 2011 13593 11311 13382 10620 11048 1575
[10,] 5048 2154 9805 7110 1429 7484 11808 8109 1735 5822 10160
[11,] 179 490 3556 8521 4514 7897 2405 2220 2647 11089 3918
[12,] 10675 808 2731 5187 8694 8557 6092 6355 5979 11208 6820
[13,] 10298 13268 5351 6887 11078 7420 5402 7941 8495 2961 7948
[14,] 1612 11515 515 592 604 9243 748 2626 2389 2148 4846
[15,] 10551 12990 6157 11650 11864 4204 7183 9390 1487 7254 5638
[16,] 10068 9963 13584 12185 12914 6137 13429 9705 12301 13491 11629
[17,] 3295 7271 11360 751 132 376 323 173 1272 293 552
[18,] 678 2551 6475 605 9877 1186 9505 3597 8864 185 1878
[19,] 6172 7151 10813 3818 7445 11964 10267 9669 12234 8782 13280
[20,] 7699 8728 10326 3974 11376 2066 10646 3085 9676 7567 3956
[21,] 10687 12530 8159 9477 9190 12328 4020 2964 4667 2631 10024
[22,] 13148 12393 4352 10067 12354 12542 10899 10315 8292 5863 12284
[23,] 10363 10228 11657 11827 9654 9713 3861 8453 5421 12259 6063
[24,] 6725 5104 3351 7285 9069 9984 4899 6567 9149 11030 2889
[25,] 12384 10124 10713 8365 9118 13559 6439 7565 11377 12352 3730
[26,] 5563 11151 2764 1945 2384 4033 9563 5452 12847 8715 2596
[27,] 7341 7167 8290 3141 9542 9130 7067 3935 8464 9067 7871
[28,] 2449 13149 12402 12766 7012 13009 7750 10165 11247 4245 6649
[29,] 12079 13297 12163 7604 7998 11127 5689 3955 9967 13291 6234
[30,] 4737 8882 10600 10697 12446 9297 13175 11984 8064 13025 13717
[31,] 7860 5564 1958 9551 5214 12687 11329 11840 2697 11781 10702
[32,] 12628 8092 5215 5230 6442 13445 11122 4578 3968 6356 746
[33,] 9557 4235 7944 13539 8158 1259 4534 4363 642 7137 9587
[34,] 9092 11499 9234 12375 9334 9632 11842 12115 12712 12857 11334
[35,] 8883 11606 9087 13368 12049 13512 8455 9465 11405 3388 11780
[36,] 10476 1847 3749 3140 11377 2100 1782 3832 11915 5360 4924
[37,] 10531 10953 12737 13305 8095 11030 6527 2866 12775 8244 9534
[38,] 9412 12947 5303 10987 2912 4981 11853 4092 2403 12602 4825
[39,] 9783 4424 3763 10501 10687 9467 8360 4745 3514 8642 138
[40,] 6510 10457 13385 9155 10813 10622 6907 9953 13431 9592 9767
[41,] 9261 12952 6347 9332 11133 8123 7122 6084 5117 11627 12605
[42,] 11913 10952 9865 8120 9800 10238 7612 11427 8569 10393 8721
[43,] 12647 5142 12723 6595 5959 9285 12099 7201 9169 6086 11725
[44,] 13245 6660 7603 6414 9673 13171 3861 4600 5998 2474 10777
[45,] 9530 6409 2435 4711 3025 4473 4721 8153 6523 447 785
[46,] 10488 12056 9878 6017 1419 943 5298 6642 6521 10517 3002
[47,] 11927 6286 4517 3262 12280 8506 13015 4438 12265 11816 9771
[48,] 6721 6488 763 2567 8959 5210 4338 4608 12513 11282 2476
[49,] 13067 11635 5180 7224 8740 3958 9727 4586 12475 6369 7779
[50,] 2302 180 7513 3465 801 7606 77 7431 11474 5474 13530
[51,] 10301 2953 10071 9043 6795 12934 5260 933 9511 8175 11349
[52,] 4776 7114 4514 2488 5279 6547 11265 4073 816 5213 9832
[53,] 10966 3043 7345 5368 10289 11532 7150 3397 11801 11648 11812
[54,] 13277 13407 12584 12161 12487 11165 6761 13153 9955 11971 5249
[55,] 305 11665 2489 1885 10694 2154 9532 6451 12048 4378 6100
[56,] 5193 12311 4818 12885 6168 6505 9239 10528 8089 7901 6346
[57,] 10376 9236 9902 9953 10785 12104 4181 8177 10469 12906 4537
[58,] 13064 8328 13382 5115 11198 5742 13405 10009 12983 11028 9727
[59,] 6990 8798 5681 6506 9321 2883 11265 13579 11214 10968 10231
[60,] 1401 4696 5029 1700 7268 123 4789 3098 2496 2222 4496
[61,] 5458 3421 2797 1614 3737 2190 7707 3077 6783 6535 3333
[62,] 1010 8136 1604 8271 2212 8681 1627 8082 2443 9245 3628
[63,] 3410 11062 2603 1303 4105 3991 2231 2818 3649 11927 1379
[64,] 3273 9491 2500 44 8943 4058 8719 673 6742 9704 1332
[65,] 13350 12996 13094 12836 11835 12574 7215 9966 5997 11164 10603
[66,] 8173 5748 13398 10641 12528 12259 12012 13563 12578 12016 7369
[67,] 12484 4546 10307 8392 4640 2364 6590 8607 6464 8632 6033
[68,] 2058 7852 2651 6122 10190 12562 3800 6050 8186 8092 10512
[69,] 13320 12973 12131 11074 9768 5358 2706 9949 13419 11096 11890
[70,] 11674 8106 1076 6787 12378 9518 11746 4092 12751 12597 10257
[71,] 12632 7194 13057 1955 8864 2072 13391 5134 2494 1528 11422
[72,] 4430 2406 4170 6140 8738 7493 8814 2195 2617 11810 3810
[73,] 6907 2666 11845 9577 9000 5731 11609 11155 12106 10801 13632
[74,] 4047 6140 10923 10482 10400 9243 6405 1964 4172 2185 4843
[75,] 6324 11957 2186 10824 7440 11680 12017 7907 11221 2425 2774
[76,] 12063 13487 9562 618 4163 13581 7933 13420 10289 10947 4383
[77,] 9023 6034 3938 4009 6334 597 5198 4837 7325 2167 5510
[78,] 8874 1626 3238 5125 8730 1281 7718 5400 7696 5991 1235
[79,] 12249 7218 6121 8841 13144 4187 6432 7138 10445 8332 6575
[80,] 9133 6814 11793 11491 12875 13116 7949 10291 9946 12831 12818
[81,] 6975 11344 12232 5593 5378 7080 9002 4915 7923 8099 7435
[82,] 4470 6601 12080 9558 11840 6682 10615 8533 4493 11134 13133
[83,] 5059 6994 11501 10069 10865 2775 5801 7887 4151 11610 12283
[84,] 5240 9331 11987 7647 6527 6541 10864 11274 5915 7238 6591
[85,] 5257 10135 11346 2070 9614 11780 4501 3497 8146 4892 6556
[86,] 5577 12792 2612 12034 12438 1705 2467 11398 9850 9708 2539
[87,] 12942 1364 2258 8173 12920 5307 7118 3217 4094 5689 2679
[88,] 1189 11156 3651 5925 6070 3027 1731 12826 2752 10544 10033
[89,] 11365 9397 8544 9346 10522 11094 9474 11880 12272 9503 5008
[90,] 10050 13041 11104 8634 7160 11931 12473 11470 3147 4507 12464
[91,] 4769 5720 3012 10221 1876 9892 10153 12103 9895 9747 2061
[92,] 1506 3788 5037 5131 10405 11099 5460 10033 12820 2245 8523
[93,] 7999 10499 11191 13254 9291 2530 8941 13296 8374 10105 1106
[94,] 6766 3098 1681 8381 8125 7261 13006 13539 11058 6351 817
[95,] 10643 5373 7152 5194 13521 2690 12651 7321 10954 7267 6744
[96,] 8169 3696 11799 12737 9000 9270 10751 10257 11566 8794 8310
[97,] 9613 6409 13238 4656 11864 5013 5510 8507 6408 9496 4602
[98,] 8812 2295 1133 4149 9104 12573 11012 13601 10119 11815 6756
[99,] 5266 491 7404 3876 12690 8947 8300 1140 7110 8535 12606
[100,] 11452 6708 12617 11411 6286 4392 9591 13000 12285 10713 6212
[101,] 6743 5222 11582 5180 7640 5439 4350 9995 1305 12295 4867
[102,] 11332 3396 1487 11342 4689 12055 11090 9472 9320 9615 9925
[103,] 9453 9707 13626 7555 13514 12740 13461 9561 9089 12800 2666
[104,] 2628 10331 210 7376 7956 6668 1772 2351 2032 11908 8216
[105,] 11276 5330 5975 6827 3954 2576 2724 2904 4023 6291 5636
[106,] 5993 876 7818 7100 2589 6935 7117 5047 5100 3750 3398
[107,] 1321 784 9991 3422 2438 4307 9557 1685 584 185 3229
[108,] 4648 8754 8659 3568 9290 4490 11963 7813 7009 13243 12173
[109,] 11595 4928 11300 5011 13365 10691 3084 9863 13224 3626 6252
[110,] 12427 8356 2388 4124 12681 8420 11012 5395 7064 4930 4728
[111,] 4303 12528 1853 2180 651 1115 2192 780 958 7577 3315
[112,] 9692 1768 7601 11082 13403 8673 6891 11877 13434 6291 11474
[113,] 10217 1427 4876 11667 6879 5586 9602 7714 6309 3867 10245
[114,] 2402 4344 1762 1051 3175 10789 10439 9891 8807 6511 1329
[115,] 7863 13161 8402 5390 7849 13561 6590 10050 6669 7443 9871
[116,] 4216 3086 7122 1694 6642 7444 13100 673 8578 1080 1227
[117,] 10475 1846 13064 2222 9864 10899 7752 2703 6518 9400 11402
[118,] 8891 10883 10791 11282 7818 7888 7739 7558 10612 11047 7766
[119,] 10317 7203 7314 7405 7204 3716 984 3315 2421 4782 4766
[120,] 4372 8239 4273 11257 725 4771 12702 3031 12257 3327 2288
[121,] 7052 8128 5126 10773 1550 12664 4381 4943 5272 6059 3517
[122,] 9405 4001 10134 10119 7891 4885 8343 12630 13641 9924 10574
[123,] 7610 6406 9826 6725 7613 5639 2759 4565 8305 5144 3725
[124,] 5838 10725 1111 10821 11676 9372 6792 5209 8103 12323 1523
[125,] 7910 1723 11666 11302 7660 6620 7344 3682 8354 2472 11471
[126,] 7174 1586 3273 11933 11602 13592 11920 11339 12463 6033 1102
[127,] 1395 11787 13283 12087 12481 12435 3529 13485 2057 8857 9285
[128,] 6079 12406 8576 11844 10609 8132 13420 6630 2486 3901 5523
[129,] 9133 9752 13197 2037 12057 11129 9995 10959 9011 6710 13618
[130,] 6351 8369 2519 638 9133 4176 4178 12819 6489 1624 5644
[131,] 9883 10104 6026 9306 1654 9223 11331 11822 10609 3994 3769
[132,] 4897 7869 9772 9294 4254 7480 3811 8047 11124 13236 2155
[133,] 12648 10141 8022 8701 9559 10620 4171 8151 12403 10280 6558
[134,] 7793 5489 6602 5335 6030 3801 9476 4598 11036 6372 10777
[135,] 5623 45 819 870 159 759 103 1196 579 855 2496
[136,] 12227 8212 8288 10040 7526 12690 8653 7883 7424 10180 3068
[137,] 8984 4925 8628 7801 13431 9070 2252 3889 3271 4610 10848
[138,] 12552 13596 13126 13534 11061 11181 7954 8676 12574 13607 13742
[139,] 4682 13602 7690 12992 8991 9623 6803 9571 5078 909 7437
[140,] 7948 10498 12167 12612 13559 10067 11973 12996 8971 11368 7251
[141,] 10476 7628 986 3863 5705 10105 8131 5684 3093 6375 8040
[142,] 9934 9665 13270 8559 11588 4371 5149 12265 11741 11377 8226
[143,] 6706 8603 9094 7367 12420 414 8526 10809 904 1882 5094
[144,] 3489 10331 1950 543 10082 11705 6241 1067 2758 11270 10021
[145,] 4993 10626 6935 8180 2629 9342 11678 11700 6043 10081 10110
[146,] 13328 12485 6115 12805 7780 4191 7008 12166 2299 8368 8681
[147,] 13485 10120 8963 8119 9632 1456 5278 13226 9668 1543 3010
[148,] 9054 4747 13512 9806 10730 12425 11467 11971 12934 9913 12740
[149,] 12320 8458 13238 6600 13157 11491 11911 8505 12800 9477 6699
[150,] 3558 8738 2800 113 1769 84 530 5460 573 850 4126
[151,] 10472 3261 6178 10001 9790 9981 9720 7578 10466 778 12589
[152,] 11079 8926 9210 4079 2542 8463 7282 9831 7371 2061 12900
[153,] 9765 6202 4107 824 12050 5771 11892 5636 1821 2510 2943
[154,] 10281 9194 4376 10052 7899 11328 12203 4976 12354 12560 10600
[155,] 10113 10604 5840 12136 11443 7091 10813 12650 12285 12031 3344
[156,] 7746 9261 10157 4236 3992 12649 1753 11312 4482 8522 3912
[157,] 4757 4921 11146 10592 4751 4941 8554 11491 12989 8772 5249
[158,] 10918 7928 11258 13674 9056 11896 3731 6911 5762 11348 10925
[159,] 10359 9399 12402 8699 9599 3650 13178 7500 8552 3298 2900
[160,] 8073 13329 7701 5524 13097 7246 9007 13278 13696 13228 8405
[161,] 12046 8894 8281 13467 9388 10480 12090 12095 12302 13605 9942
[162,] 4503 9648 12497 6376 2404 11560 12340 6470 12517 7658 9118
[163,] 1313 7714 10242 2675 11271 7343 8373 3580 5040 11753 1762
[164,] 4237 4483 4444 11018 1701 8441 5900 7146 7538 5157 9714
[165,] 10776 4785 8620 6686 6479 8297 12065 10443 11143 12799 9223
[166,] 9801 10250 3717 7275 12325 13231 5396 12556 8771 9568 11934
[167,] 4025 6150 1888 589 6417 9507 12293 1914 1566 12574 8864
[168,] 11873 3140 8925 12323 8094 5827 2722 9131 2268 8232 6556
[169,] 1358 4532 2801 2010 1502 502 6692 6472 6820 121 994
[170,] 10283 8649 7576 11360 8925 8754 10376 10758 1909 8624 5951
[171,] 3573 3513 4695 8553 6153 4371 849 9497 9906 5507 9189
[172,] 914 12164 159 5306 8217 1720 1264 3781 4669 7678 5104
[173,] 4104 8178 7360 12412 8262 5302 3613 4898 12350 2004 2436
[174,] 8756 2438 2397 2571 5084 3985 665 4482 1961 6511 1305
[175,] 9817 12153 1838 2566 6083 5159 1533 5579 6727 1830 1844
[176,] 13064 5184 10978 12550 10596 12688 2340 9213 6620 12682 13128
[177,] 11378 11054 8437 13381 3695 1705 13084 5472 7818 7596 6153
[178,] 8898 4461 5464 3526 7924 4353 5125 2964 1407 8688 3285
[179,] 13503 13061 11123 11480 7280 11170 13575 12990 13465 11995 13010
[180,] 262 394 176 1073 642 1124 170 2657 215 6573 1906
[181,] 4491 10389 12084 2687 10522 6635 8834 9410 11413 11779 11380
[182,] 9369 8136 3869 9316 5928 11451 1121 10584 9518 3891 4464
[183,] 11819 9335 10765 12325 10029 3213 1337 8528 3089 11717 6712
[184,] 10061 11260 1954 13123 3255 6020 3508 7697 1519 7290 9661
[185,] 6417 1656 6409 91 11162 9997 9200 2987 1287 9421 2341
[186,] 12407 10125 4944 1253 8123 5986 9329 5376 7044 12255 9565
[187,] 3994 5028 6332 4853 7828 6980 12383 4091 4180 2814 5878
[188,] 3197 11382 2914 1646 10611 1576 1012 8572 7182 1476 895
[189,] 7114 12338 11477 12456 12032 7230 9262 7023 10129 8029 12637
[190,] 7409 10527 11717 8609 2886 12249 12851 12273 12873 10624 6301
[191,] 10381 10874 9029 8750 7053 4171 6443 4294 6401 6305 9567
[192,] 13328 8381 9944 7873 12657 5377 7045 8526 6130 12252 7574
[193,] 12216 1453 6938 2548 11348 13017 4419 11184 9706 2457 2810
[194,] 7541 7393 1696 2816 4433 9100 3347 9339 3391 10198 6612
[195,] 9729 9216 3999 10310 3924 1247 13006 7365 7247 3931 341
[196,] 6082 10759 6778 8881 8033 10125 8096 9640 3960 8475 8473
[197,] 3131 13546 12602 10680 12915 11640 11471 11018 12621 12025 1025
[198,] 10376 12047 10951 11742 9601 6793 8670 6182 4299 12901 8930
[199,] 3030 2035 8168 5827 1821 13440 1903 4861 3897 3660 11836
[200,] 2713 6729 11116 12100 12801 4364 9874 12608 10758 10757 10843
[201,] 7316 10669 11499 10987 5625 8624 9156 3101 10422 8211 12956
[202,] 8906 10152 6380 8385 4966 7470 7771 13255 9773 8401 11931
[203,] 12069 11259 11693 9686 9937 1298 2789 3153 11550 3554 13195
[204,] 7601 6562 3741 3072 6048 10548 7014 12592 7574 11244 11439
[205,] 7035 3642 9625 6583 6468 13139 11450 11988 3147 10692 12134
[206,] 4780 6818 13164 4533 8428 6048 7994 5766 11630 12055 2686
[207,] 2018 8880 5863 1435 1543 7091 6823 11550 6357 3015 10253
[208,] 860 10450 2734 8430 7092 5504 2948 7406 3141 4226 3852
[209,] 13465 10573 6845 11522 12917 11655 10960 7926 9070 8979 3489
[210,] 3880 8075 6784 6770 3463 6822 9165 8760 3247 11613 12179
[211,] 12300 11546 1836 7806 7687 9981 10567 5590 9612 9531 13074
[212,] 10422 2275 3204 7899 1413 3499 4713 2026 5340 4155 1655
[213,] 11747 4086 9905 2849 3059 8604 11251 4291 6486 8240 6579
[214,] 7658 9299 11943 8972 6655 1928 8321 3505 11717 4030 10349
[215,] 7945 2021 13576 4579 9949 6747 7826 3947 9058 12092 8241
[216,] 5550 12153 7191 3400 1200 664 5398 2921 10687 9670 5096
[217,] 10615 1627 9917 11973 3939 3661 13396 13377 9728 8559 2963
[218,] 13173 4309 7527 1674 11484 12913 12750 11425 7254 4241 9967
[219,] 7957 6731 7216 6860 8026 10066 10701 12439 12554 6779 10494
[220,] 12926 11364 8051 6175 7759 13590 4247 4176 11376 3055 737
[221,] 4462 6448 10785 8325 9163 10027 9482 2900 11364 3308 1716
[222,] 3710 12658 3885 12880 9534 11652 9267 11682 13690 10798 4352
[223,] 7496 5277 5065 3619 3025 13335 3207 8153 5295 5960 11103
[224,] 3552 2366 614 1863 5682 10920 5024 8593 3146 8656 580
[225,] 8481 4802 1028 5723 1986 11615 2687 10404 7139 12456 5325
[226,] 5676 8752 5393 3540 3106 9023 6096 804 1533 7486 6820
[227,] 1602 6157 5460 3529 1922 9030 1761 1447 3573 8453 5926
[228,] 3166 3745 6653 3672 5851 8876 10759 13153 7922 13183 3456
[229,] 12333 4096 12750 1667 7029 9667 4170 5218 10551 5311 4716
[230,] 13004 4445 3661 3072 9157 11511 2395 11412 12451 11684 8117
[231,] 9172 2833 8335 3812 3422 3155 3508 7699 1520 6151 4739
[232,] 6370 4114 11941 1474 13387 12184 9805 9978 10553 5010 6679
[233,] 11172 5374 6549 5991 9784 10540 4737 11439 12389 8652 12005
[234,] 3322 6514 12505 710 4062 3027 8713 12826 12853 12367 5142
[235,] 3943 1470 7807 6747 3769 12594 11821 8749 3190 13326 13709
[236,] 9827 11045 6095 4270 12409 11566 421 9303 6727 10529 633
[237,] 11623 13097 3846 8874 6365 11793 8568 6696 13517 7853 10956
[238,] 11971 11027 2402 7371 3693 12719 6264 6459 1370 519 12738
[239,] 7627 9337 4219 1720 7757 3186 4788 181 4344 11255 1740
[240,] 3746 6826 4802 2444 560 5853 1427 2588 2079 10092 6547
[241,] 5617 5548 8452 3426 3692 7881 12770 2976 10738 7606 2551
[242,] 12321 3191 5135 9062 5009 10531 7002 9958 1608 3277 1166
[243,] 11118 8293 9358 13612 9732 7269 8105 4719 1634 1757 7021
[244,] 4849 1935 3090 11866 9281 597 649 11173 2859 927 8300
[245,] 9230 1935 10555 10219 12143 10171 10955 7005 4761 4617 10089
[246,] 4287 10135 4987 5768 5611 12797 7036 505 3103 6430 9490
[247,] 2334 5731 6845 294 12827 12727 13379 12122 10916 13226 10983
[248,] 2401 2457 4052 2914 2359 989 2997 6213 5611 3421 4051
[249,] 12342 12460 12749 8119 11204 5779 10564 11767 9662 10996 1233
[250,] 8018 7039 3204 10830 6501 9157 3474 10840 6372 4129 8473
[251,] 11169 7245 10643 7780 11791 10218 7171 8202 12220 9285 11153
[252,] 6659 4270 8539 13364 11251 11400 3876 12848 8772 11821 4758
[253,] 2903 2020 6916 7090 6384 9955 2814 5076 5868 12876 5352
[254,] 9945 2777 13637 5642 12444 5607 2578 5779 9041 3594 12109
[255,] 10365 10087 9039 12722 3283 451 1916 7137 9563 7209 7678
[256,] 6638 4120 7060 8369 13190 10754 6436 8372 12821 1148 1690
[257,] 6879 6743 10493 13571 5315 4473 1836 6727 13731 8873 13361
[258,] 12778 11714 10242 3502 9858 10757 2422 6668 2647 4335 4918
[259,] 9399 9082 6261 732 11319 9519 5826 5760 6051 2806 12651
[260,] 2764 4875 5857 11631 6453 11019 3476 10396 6373 10195 11059
[261,] 3518 4315 5178 2543 733 1146 379 3586 5453 5226 8698
[262,] 12336 3396 10236 10104 9816 6193 6544 6652 7630 3354 11434
[263,] 11318 10944 9865 6177 11481 5136 3968 10859 2533 12315 3803
[264,] 3187 4814 4273 2150 1090 6573 7558 8941 8613 769 8415
[265,] 5808 4677 3801 4482 5335 9357 12920 7883 2091 11630 2763
[266,] 11975 11740 8563 8415 11415 6402 11178 7446 12500 12398 9148
[267,] 9268 3666 9232 11894 10962 13202 5180 12134 5108 13087 7948
[268,] 3501 11167 12464 11196 10481 12985 827 10745 1939 9311 13291
[269,] 7085 10557 7823 13618 6951 9439 2788 4107 5838 12753 10091
[270,] 13524 7454 1167 5678 13158 8081 8963 8489 12800 10407 6698
[271,] 1567 6086 10006 10984 7842 6060 12590 11448 13197 9767 12955
[272,] 4020 3964 12797 2272 6478 4636 454 4903 5212 2012 10762
[273,] 456 9439 1651 2064 6521 12831 8025 718 2932 9375 2897
[274,] 2181 10627 5801 7109 8476 4794 10344 12124 10169 6640 8310
[275,] 5145 1508 687 554 7957 5207 6417 6167 4555 12981 250
[276,] 12546 8938 13208 13353 10394 12943 12779 9765 11810 12101 13482
[277,] 1711 5574 10998 3105 1677 5353 363 11722 1536 9552 4802
[278,] 13352 10398 1445 8084 5728 12056 10400 7629 13252 7544 7019
[279,] 8549 10058 11936 5776 8625 4701 6985 9091 10467 7215 9479
[280,] 7483 7556 1853 489 3686 1649 2192 2254 2814 3425 4160
[281,] 2508 528 1996 160 800 4258 153 6597 947 346 987
[282,] 6558 9616 8454 5926 10698 6392 8502 8277 10696 6496 4146
[283,] 5208 8982 2236 12886 10350 13066 8407 2496 12946 12543 7409
[284,] 13406 10401 10326 7013 2033 12796 8112 6331 3976 4272 5963
[285,] 13554 7290 5006 12007 12981 12077 4953 10067 3831 11842 2308
[286,] 4617 3564 11874 12106 9338 8015 6732 11538 10009 2738 13014
[287,] 7678 8731 3640 9080 1754 10765 1568 13233 12849 13279 6100
[288,] 2564 10433 6498 11308 2390 1531 6616 10115 8853 9704 13534
[289,] 5879 7090 3818 12201 13431 4963 1635 9598 5227 580 6294
[290,] 1939 4344 2394 13216 621 1492 141 10125 8913 12406 12034
[291,] 7353 3872 11514 12486 8482 4633 5168 5184 11169 1391 6924
[292,] 12024 13426 7734 6474 12877 11857 7881 12601 10763 10645 9261
[293,] 8148 11299 11790 4952 6265 9623 2740 7672 10292 9864 6353
[294,] 4337 3501 6483 3888 3185 2371 1079 1703 10738 8713 6077
[295,] 2335 5712 6653 11483 837 1539 3517 13263 10794 210 3437
[296,] 9187 10606 7106 9650 4816 4169 6495 2146 6357 11696 11042
[297,] 11206 9634 6630 4924 9179 11508 4384 5681 13092 6402 9985
[298,] 13198 11128 12485 4015 12968 8519 12142 12517 3111 13364 6879
[299,] 6387 2389 9819 2075 4446 3489 1894 1580 2124 3922 6640
[300,] 408 1338 2952 671 2420 2277 665 2658 6799 6555 386
[301,] 13558 13505 10468 12185 8407 11874 12922 10415 12629 2895 1049
[302,] 13009 8323 4945 11556 307 3369 1855 3414 3814 5963 9495
[303,] 11914 2414 7545 11233 10598 12662 5375 4533 7714 9470 4990
[304,] 1246 8664 5524 4364 6029 2105 2987 3069 12681 11241 7124
[305,] 1856 1812 10987 6414 5552 9019 4374 2802 4478 6159 6966
[306,] 9469 5890 3519 11876 7422 12734 10470 622 11156 13287 3889
[307,] 5706 4558 12899 11380 11535 12777 9871 12037 13137 8772 12055
[308,] 5060 8060 3769 246 5191 1358 979 5640 3898 9816 1781
[309,] 10935 11286 12982 8213 9298 12455 12987 6043 10912 12164 4501
[310,] 5036 6010 9805 3359 11746 11532 8814 7112 4174 7079 7524
[311,] 4273 11554 12484 11010 8633 10533 3577 11750 7229 11840 11313
[312,] 10566 6556 3765 5988 5032 1604 11306 4743 4401 11882 7109
[313,] 5055 4999 10808 2189 2895 11264 9349 8889 6010 7898 7866
[314,] 2922 4978 695 6052 2211 4610 5192 7100 4117 6931 7256
[315,] 6648 9583 8380 1963 7837 1415 7725 11367 6612 2254 11380
[316,] 7936 5639 2249 11382 9341 7955 9864 12055 12186 9878 3355
[317,] 750 2324 7938 2057 1164 2807 2643 6321 4807 1654 794
[318,] 4150 1105 7045 3869 4976 2480 4200 6200 8647 1642 9578
[319,] 13273 12265 8599 11516 2451 9289 6807 12619 9939 9832 4176
[320,] 4296 9634 1476 4989 8918 12112 3274 3839 12793 1224 8051
[321,] 12658 10402 9298 11766 13542 6178 9173 5304 13049 13152 10534
[322,] 1465 6159 5321 11327 1254 8415 10220 1982 9436 4778 11821
[323,] 9599 5264 9825 8727 5497 4416 5645 727 10944 11812 5601
[324,] 7390 871 2397 555 10711 2158 2213 6171 9876 8733 3260
[325,] 453 2367 2343 3566 1133 1757 2571 5501 7016 9257 2893
[326,] 13201 8700 7375 7042 5633 3699 1970 8252 6120 8254 9802
[327,] 8882 11014 11450 7302 6748 7863 6209 2900 9338 6369 5734
[328,] 12194 2882 7866 9821 5851 10324 11490 12409 9227 6778 11588
[329,] 5586 3176 8531 6200 5176 8971 1655 3753 5501 11127 12683
[330,] 3086 4019 6311 9482 3851 7259 12671 4167 714 7005 12895
[331,] 7937 12214 5649 12996 2445 10953 13115 12330 12604 13535 12067
[332,] 8206 6064 2318 3272 8232 8722 2295 6141 783 2177 2810
[333,] 7360 4016 10216 12379 10685 5098 4393 8584 11921 792 8026
[334,] 10147 11945 10469 7709 1262 7770 3551 13418 9970 9019 10288
[335,] 10285 6572 10154 10501 13037 2721 8379 6671 8260 4332 12714
[336,] 11226 5185 11946 7870 9610 1328 7001 3426 8644 8356 4531
[337,] 13258 7688 2905 6357 3968 12132 7282 1773 3578 4330 7036
[338,] 5844 3608 8803 6005 10921 12857 9269 3208 6209 9734 3373
[339,] 9894 7744 7500 3473 10694 4035 8542 11861 6803 3527 1412
[340,] 7138 6931 10561 6089 12032 8387 11588 5019 8079 11374 12789
[341,] 11833 11722 9472 12429 10654 7214 8126 8252 8305 7133 10611
[342,] 7344 2229 2149 6919 3676 5360 7244 8583 9274 2114 3108
[343,] 3704 13403 11114 7605 9251 9387 9962 13341 7981 8850 2009
[344,] 7120 10643 12705 11130 4145 13141 10169 10524 10098 10048 8283
[345,] 11101 12361 11292 6782 4864 12291 1477 8941 9258 11599 6384
[346,] 3294 5284 4096 8122 4548 1456 11903 10874 8570 3379 855
[347,] 2527 7359 2585 5204 8131 13511 13485 11295 4011 11084 3711
[348,] 1602 9169 6391 3544 971 2432 337 230 3571 696 3092
[349,] 4020 2953 7286 8271 9851 12418 7544 2608 1195 9223 4843
[350,] 7088 8824 11316 7096 4882 11306 6002 8005 13715 939 9244
[351,] 9718 5529 8537 6026 8926 2106 9206 8268 4009 4147 5971
[352,] 2319 13054 13311 8665 6908 8875 10795 4846 7981 8858 6316
[353,] 8796 5159 9905 9353 7687 5108 10567 407 5324 8588 780
[354,] 9209 4670 7768 13281 7350 7760 5758 11114 7317 13428 6331
[355,] 8923 7737 11618 5416 13543 4056 11925 10813 6808 9731 9172
[356,] 12227 8141 7281 13331 11284 5062 5508 5871 8493 5908 11340
[357,] 5251 6253 4011 4550 8084 1197 3485 2743 9175 8238 7594
[358,] 5258 2260 12354 999 13527 7172 3836 9940 12219 11807 780
[359,] 10151 12606 12643 12202 2914 9340 13562 6935 12948 9041 3629
[360,] 10964 3894 3362 1857 4274 10022 7795 3585 9783 2423 2809
[361,] 9968 7780 8203 5961 9349 5669 5608 6739 13674 5758 5428
[362,] 6160 9120 10072 5214 8072 13458 11273 5973 7432 8175 8433
[363,] 3691 6786 7818 4526 12849 5906 8200 4059 13324 10678 9260
[364,] 37 3562 2227 2911 990 5163 2182 5200 3607 1827 602
[365,] 9875 8709 13377 5383 8714 6026 2089 10069 3877 7295 12612
[366,] 672 3764 2007 2578 1709 5163 2228 3845 10702 11921 4058
[367,] 11142 6572 1466 12854 12392 13392 9753 8619 11283 8628 8100
[368,] 2137 10692 8264 6105 4613 8637 7490 11200 9459 12187 3575
[369,] 4822 8182 10030 10472 2619 7229 10152 11698 7094 3753 4775
[370,] 10290 8996 11499 5829 8902 5590 9645 8878 3248 10950 10644
[371,] 9357 10692 7921 5054 953 12113 8599 8093 3225 3839 1553
[372,] 9385 12362 6532 10148 7549 10982 11956 7780 2544 10223 8837
[373,] 10872 222 4857 13063 4147 7568 1608 8720 2345 5594 998
[374,] 12982 5201 6980 10195 10561 1439 7053 9089 6120 3041 2319
[375,] 1097 999 389 549 13059 3019 480 2003 7807 5412 43
[376,] 8511 4064 11344 5577 8632 12045 10066 12485 10107 11807 10396
[377,] 9499 2406 4025 11845 12281 3974 5064 1108 9183 10407 3808
[378,] 7921 5590 2734 1857 13286 1688 11635 2113 2973 3179 11228
[379,] 6823 6474 3404 1298 1429 5456 4449 482 12490 5125 8711
[380,] 7910 5303 6031 12518 10476 1415 8873 2175 8714 3944 6742
[381,] 6260 5084 12050 11355 11352 12191 4374 3397 4539 6036 5926
[382,] 2212 10614 10811 6847 10738 10419 4677 6787 7133 13050 9739
[383,] 8585 3187 8327 1083 3503 5397 10868 8549 3800 11837 569
[384,] 4849 6734 12680 11856 3821 4529 4823 3282 2859 4531 10930
[385,] 5978 13470 11866 10290 8569 7843 9628 11713 12365 8191 6452
[386,] 4947 2868 4835 7689 9471 10978 8953 10378 12661 11545 10246
[387,] 12164 11353 6762 10807 10364 5609 8912 12987 3005 4665 12521
[388,] 7097 11450 10589 12552 3278 2391 11259 11713 8510 5901 6499
[389,] 1083 1338 3518 6880 4730 9828 9519 1006 1386 4458 1323
[390,] 3201 4010 297 7485 5438 6685 9448 1976 8288 136 13117
[391,] 7639 6253 13372 8970 5993 4599 7231 11214 12415 8491 2251
[392,] 7455 7196 3703 3542 7875 9014 1256 1974 5593 1174 4006
[393,] 12242 2816 10833 12457 11468 8882 2950 8020 4928 11585 11894
[394,] 7976 4618 7717 2721 10983 6728 9883 12684 9085 7967 5423
[395,] 4114 8968 3460 12408 9488 9940 9080 12741 11612 11482 6864
[396,] 12612 4900 11296 5754 12377 8390 13496 6945 10161 10844 8441
[397,] 13043 2312 9947 13668 10020 7261 5912 9882 3089 6154 8668
[398,] 10333 3638 12614 13064 12590 13063 13603 13322 8036 13435 3472
[399,] 6977 3827 4005 9857 6940 10274 12916 7723 9155 3022 9390
[400,] 3619 10021 9159 5827 7983 6763 12452 4769 3863 10889 4776
[401,] 10313 7205 10043 13391 11688 688 11068 10557 2217 377 13416
[402,] 11759 11608 1781 13327 4583 12296 7045 6576 6109 2465 11144
[403,] 5597 6602 9366 9564 7918 6692 5448 8546 9772 10470 11956
[404,] 10510 2341 5167 5630 540 3227 203 477 89 8569 4618
[405,] 10626 5236 6154 10394 5583 4774 2078 11328 653 7272 3766
[406,] 7188 12935 6795 13097 4812 5596 3604 3984 1764 7965 3539
[407,] 3739 5731 5820 8214 10102 8341 10983 3324 9118 2881 6537
[408,] 2819 4630 13155 9639 7334 8287 13164 11967 12145 6699 11519
[409,] 12470 8426 4111 7197 11809 11476 7628 9252 10608 1579 1643
[410,] 1102 2228 858 1950 8981 3016 1138 1458 9876 1319 7171
[411,] 3091 5025 2901 1975 4678 4126 10373 545 2219 598 4000
[412,] 11968 6626 10267 2674 6838 3001 44 1544 12035 6545 30
[413,] 671 2055 2086 5869 492 5147 1573 855 4639 112 397
[414,] 2917 8931 9563 1491 9029 10176 9343 1859 4683 10804 13180
[415,] 11451 12214 12938 12646 13116 8048 10680 11556 11771 13567 13471
[416,] 7002 11446 11937 7805 5380 6172 12408 6178 10440 8331 1542
[417,] 4013 7114 4480 11196 2958 7427 1234 10515 2510 7165 4862
[418,] 10867 12698 11196 10747 5133 12782 5679 11102 8949 10819 2837
[419,] 12002 5618 1386 6454 3738 5198 7438 5482 2020 121 666
[420,] 8944 2414 7545 8389 9767 2721 9458 6490 10263 13274 4960
[421,] 12288 8309 4036 8970 7032 2602 7232 11210 11055 7403 3730
[422,] 9875 2618 3564 4445 5571 4331 6686 1694 5559 10454 8952
[423,] 9460 10660 9128 4784 6428 6493 10166 2443 3843 11494 5825
[424,] 941 11221 13195 11552 7359 5818 12907 13316 11600 7800 12510
[425,] 11927 8309 9811 7185 12329 9212 8313 11831 10950 4950 6678
[426,] 6202 11480 9222 10969 3802 9155 1992 4925 10367 8187 8843
[427,] 11664 12349 10537 7826 6666 7783 9150 9555 1770 7005 12156
[428,] 10323 7142 10017 6895 10279 5289 5745 5773 2144 13343 11218
[429,] 7405 10599 3093 4057 1819 4067 4847 2565 9144 6949 7411
[430,] 8046 5773 12704 5030 8354 7146 6002 5908 13659 8997 13249
[431,] 9109 9694 12878 8629 3753 1903 10715 6675 10792 12747 5214
[432,] 13189 10120 12768 8760 11157 6162 8673 9953 10577 11841 9485
[433,] 12552 972 8701 1454 8362 9625 9584 10936 7310 10645 2647
[434,] 3358 11742 11600 1106 1210 13025 9562 3534 9821 4426 4169
[435,] 13264 13535 8619 10601 12829 12428 5706 13173 11547 10618 12778
[436,] 10624 2360 2562 10387 929 12463 2879 13479 2922 6346 3758
[437,] 1902 10361 6207 9476 9898 13290 8533 5618 2048 2663 4140
[438,] 12196 5823 2979 11571 10108 12868 12500 9497 11134 3548 10905
[439,] 11471 13547 3818 13393 13545 7111 4591 5740 12700 8873 13381
[440,] 11076 7924 2618 11136 5207 3716 13002 2538 7158 8025 10547
[441,] 4141 12426 3527 4433 3912 5497 7684 2360 3331 4866 9960
[442,] 5244 2541 2710 3867 6169 10907 4634 10865 4873 13126 9671
[443,] 3573 4931 2949 7683 6410 12783 730 12090 8470 5773 3363
[444,] 6813 1291 8452 5438 2098 9032 4039 1703 6827 6538 5136
[445,] 4632 9017 7700 3657 5379 2466 8959 13115 7944 11589 12521
[446,] 10127 9709 6725 4509 3744 11130 9905 8631 9885 11970 6263
[447,] 6223 979 6316 6921 10742 11053 11816 7848 1685 13552 11901
[448,] 6051 3795 6256 7140 6381 8125 6159 10562 3013 10073 5477
[449,] 5447 10457 11661 10179 7619 10557 9206 9356 10589 13266 9074
[450,] 10706 9268 12490 9439 1670 12319 12260 9287 13450 13368 9797
[451,] 13563 5007 12434 11731 9926 3067 10036 11517 4837 10759 11202
[452,] 13305 12009 9260 9131 4864 5334 4147 3268 9480 8206 11466
[453,] 3918 4280 7108 6827 5604 1908 6960 10629 4976 7428 2766
[454,] 7424 8982 2653 5891 1834 12749 2959 11136 10970 8004 11413
[455,] 1431 7147 9997 7413 3244 9191 10961 6981 3841 10782 11808
[456,] 3736 3544 12301 1737 10885 11819 9209 5030 10066 10597 12436
[457,] 3757 9770 5892 11163 11006 9510 10964 5060 10098 6959 8287
[458,] 9108 5719 13285 11450 13425 11285 8990 10955 5736 11336 8229
[459,] 1160 210 1329 892 2377 438 7428 2658 365 1840 7183
[460,] 4114 8090 11302 11592 9486 9933 4610 11568 6942 11479 5318
[461,] 9711 4408 6643 9153 5771 9749 7703 10240 11285 9626 9912
[462,] 6040 13353 13584 8790 6365 12788 11812 12898 13391 12780 10875
[463,] 9332 9089 11306 7810 9529 13387 1604 12077 3195 13590 13722
[464,] 3165 7160 2655 3838 7200 9949 627 1867 1052 6790 5825
[465,] 3247 4239 5952 6608 4475 3432 1979 5520 2142 2224 2266
[466,] 8478 2208 5628 4813 4217 6435 2671 4689 4217 13012 8017
[467,] 5256 3346 13061 11784 10481 13339 8292 9931 8556 11016 12604
[468,] 13561 13525 12249 11583 12636 13434 11615 10369 12198 10928 11644
[469,] 11849 8449 9824 10173 12671 11780 5645 11416 2912 10407 4636
[470,] 2113 6871 12197 13077 3773 8047 7827 11637 13348 12492 12801
[471,] 8373 5002 10006 10986 7842 12888 13213 9721 13197 9818 3840
[472,] 2327 12832 13550 7605 9922 1031 5647 13087 9961 4528 6302
[473,] 7850 11736 11020 8424 12420 6654 12769 3763 9882 820 12036
[474,] 4901 7869 13006 13163 7365 10408 4846 8021 2085 12876 2734
[475,] 10876 4697 7770 4958 12882 6048 4791 7843 9988 12055 1457
[476,] 10867 12569 8618 12620 5256 10280 13575 11082 7920 9795 9261
[477,] 1992 3572 11765 6500 2176 2481 4524 4016 2497 11797 7540
[478,] 1992 3778 6250 3057 11719 12377 6754 12685 4861 9189 11207
[479,] 6348 12756 8119 7657 5951 8584 9303 8225 12416 9547 6591
[480,] 11966 6626 2878 4413 2836 1002 6301 4474 12035 6551 1962
[481,] 10079 13494 11227 12683 9943 13432 7970 12445 12700 13549 13230
[482,] 1315 519 599 8493 643 398 4427 105 12518 1918 100
[483,] 10265 2587 10150 5221 10772 13339 3162 12558 3343 5081 13121
[484,] 9368 1065 8067 10915 7803 6178 9660 6262 11261 11702 12544
[485,] 1613 4994 2837 6192 3483 9800 8873 6157 3596 4172 6045
[486,] 13008 2325 6632 12390 9114 10540 7234 11895 8673 12352 7014
[487,] 4399 6674 9453 1940 6112 9850 13090 6561 12026 312 12737
[488,] 3593 2680 3917 13628 3758 10048 10703 202 11092 1344 2605
[489,] 11862 2428 4592 4910 5008 8524 2757 4556 2990 7312 8130
[490,] 11882 9582 10178 13138 4974 10556 4978 11747 13200 3283 9767
[491,] 11226 9336 11987 9981 8783 1928 5883 10665 3103 11062 6555
[492,] 12722 8362 10761 12802 4987 10909 6684 8551 8678 7242 4644
[493,] 2239 3952 12017 10024 12602 12519 12890 10278 13394 12016 12623
[494,] 11290 5572 3768 1608 2301 8625 6561 2357 10528 1205 11441
[495,] 2013 12334 13479 4575 12591 7385 13321 12998 12313 7706 12083
[496,] 4462 6463 7181 9404 11346 11460 1766 11788 1920 8463 1218
[497,] 12601 8995 3844 5743 7210 3491 11548 7716 6418 10971 11076
[498,] 4752 3638 2178 12149 560 5818 11404 6682 6873 560 1448
[499,] 3047 4777 10833 13159 11053 8389 13234 12469 12229 8819 10547
[500,] 1416 5988 3950 9854 12948 13155 10848 11033 6966 11620 13507
[501,] 4160 8371 270 2377 11158 944 5290 2670 1272 3143 2336
[502,] 12479 4181 12786 11298 9750 10738 7788 12851 7684 11212 8702
[503,] 12767 9566 11636 12428 2793 3139 9750 5569 12402 2472 7112
[504,] 6300 8178 2913 4434 1276 5334 978 9435 698 911 243
[505,] 7496 10231 9827 6595 13271 4653 10048 1598 10107 8293 5591
[506,] 706 5757 13610 4533 4290 5286 5745 3903 10049 1350 4330
[507,] 6923 9105 8648 4645 11145 9153 1632 13195 2436 4844 9409
[508,] 11859 10953 11085 3960 7056 8516 12740 3060 11038 12347 10777
[509,] 9751 6426 12516 11234 9699 7343 3860 9233 1541 11182 7876
[510,] 12247 7444 9497 7012 12969 11792 7612 10152 12800 5146 5006
[511,] 6590 13135 9069 10762 3959 3149 9344 8136 11309 7226 11741
[512,] 8329 5885 2961 11596 7404 12725 2686 11100 13021 5525 4347
[513,] 6111 13596 10853 12811 12929 11977 13143 13112 13033 13066 9180
[514,] 3649 3705 12170 7737 5351 11170 13143 10242 9949 5506 6258
[515,] 148 5143 4133 995 2666 5108 4197 3467 7651 2368 5533
[516,] 5546 3392 5582 9519 10545 8652 7215 6409 1310 3094 1760
[517,] 10272 7195 6354 6983 4668 8748 4393 5973 4154 12896 5877
[518,] 4920 4764 11258 11898 6975 5136 403 6911 9461 3654 6256
[519,] 10683 1812 3703 13195 4639 5443 7344 10715 4017 7352 9798
[520,] 8969 5640 11123 12085 12803 6731 11946 7676 9913 12021 12979
[521,] 6072 3899 6837 4156 4904 11834 4236 10520 6599 8476 6457
[522,] 6256 7130 9220 3353 7823 7551 9830 1957 4200 2942 6928
[523,] 12544 3691 6890 12228 8449 8741 5216 10358 5090 2167 13582
[524,] 6144 13353 8750 4696 8756 3592 4679 12418 13582 13177 13497
[525,] 13422 1248 10217 13334 917 11346 7014 6222 6114 12339 10531
[526,] 4156 13275 4124 273 4038 3556 6633 9982 9660 1586 6679
[527,] 9246 1052 1920 7416 4376 4830 3784 4262 11150 2860 6891
[528,] 11638 9885 6795 5967 11520 6808 7491 8873 3249 9216 12147
[529,] 6322 9867 2688 5863 12362 12294 10270 8911 13523 966 11272
[530,] 12862 12299 11188 13636 7331 8318 13159 13623 13213 7985 10977
[531,] 704 12578 7663 9690 12835 13051 12873 13162 9018 7727 6303
[532,] 11079 3930 7304 807 547 5077 5243 4235 5184 5790 7935
[533,] 262 692 9394 374 1000 1740 6290 396 4664 1313 3232
[534,] 1650 889 6898 10219 7295 7696 9269 9824 6209 9118 6319
[535,] 10514 6477 472 10197 12668 4208 4786 7286 654 9582 2344
[536,] 6078 4844 2197 11087 12644 5673 3700 8775 9265 9186 10302
[537,] 8186 12309 6829 8133 3249 3719 7080 5980 10932 5561 8297
[538,] 6638 7290 6048 12942 13187 8730 4185 9264 3474 8381 1690
[539,] 9612 13149 6138 9993 6661 13243 5920 7486 1864 2575 9558
[540,] 4454 11048 5220 7359 2814 5461 9489 7420 9811 2591 5125
[541,] 12533 11247 10417 3610 10300 1313 13448 5715 11752 12821 9176
[542,] 8004 9046 9600 13087 10732 11035 8959 5779 6278 9183 6523
[543,] 3795 12683 11258 11934 4841 9366 8256 4175 8489 10108 2163
[544,] 11542 6790 12680 8553 7322 3595 10961 11682 10866 9001 13689
[545,] 11144 10100 13041 6745 12254 7428 5304 6247 4240 6059 5653
[546,] 7845 1812 7593 3529 7681 12772 3868 3560 4890 8460 5766
[547,] 10885 11300 12989 6002 1596 10601 12777 6911 11115 2765 13722
[548,] 5803 8865 2949 9647 10196 11921 9016 12084 465 6826 10208
[549,] 5146 1510 696 5293 5815 245 6416 2646 911 186 6114
[550,] 2239 11962 10835 13162 7422 4852 11045 6993 8231 1341 6840
[551,] 7376 11390 10873 6269 11682 12190 11052 11184 5206 12606 11852
[552,] 9297 11416 12994 6141 5931 11913 11653 2497 2403 5849 13054
[553,] 9712 4510 2923 2965 10682 5370 9769 4732 11921 5350 11438
[554,] 12021 8755 13140 13253 10972 5530 11940 5765 13566 12807 5165
[555,] 5085 6086 5260 4872 12944 11963 13623 9620 2151 13405 12649
[556,] 8115 8798 1531 9648 12185 13633 5289 13130 11211 11693 3547
[557,] 13503 3708 11693 13285 5138 7037 6761 10938 12912 10632 13461
[558,] 3289 6494 1392 6924 11975 5203 8717 2686 4608 11921 12428
[559,] 7134 11460 5905 5107 6142 5689 8600 369 4169 4825 9433
[560,] 7423 8098 4430 1774 11520 6518 2960 1368 9480 3704 7072
[561,] 10602 8357 8016 5797 3576 8617 9692 9978 4395 3051 4564
[562,] 2660 12789 12141 6314 11986 6397 9525 4499 6721 10574 11502
[563,] 9399 12365 4408 10968 11076 7575 5241 12311 8492 12609 8927
[564,] 8653 7431 4967 4593 5009 7975 1859 8483 9174 4133 6693
[565,] 10666 12797 8938 7343 6831 12241 12351 6452 8845 11314 12736
[566,] 6078 12689 5758 1173 3564 12400 5939 6868 6313 2144 502
[567,] 12532 5092 5921 9855 7430 11174 5705 1490 8103 8324 8419
[568,] 6647 8278 1677 824 4979 4831 12254 9195 6146 1563 7765
[569,] 8774 4058 2379 1799 8729 8134 7273 2779 642 11807 1182
[570,] 10853 9707 12594 13054 12093 9497 13630 12666 8992 10757 7327
[571,] 1731 12976 8028 6603 1632 7489 10596 7489 6551 5258 9520
[572,] 8955 4301 5200 5246 8850 3253 2468 1578 12820 11048 9641
[573,] 13553 9304 11645 5218 8703 13487 12305 10684 8751 13511 12923
[574,] 5275 10361 3412 1054 635 13611 6245 2016 7811 3445 2567
[575,] 10125 11927 12952 9855 1044 8237 7904 13413 12910 8091 11004
[576,] 3957 10003 1084 7156 5922 8684 1627 10578 4189 12582 6521
[577,] 10885 1988 11874 13044 8413 13313 10196 4958 10021 9047 11631
[578,] 5410 11726 8560 10206 5752 6288 1726 448 13089 2467 9980
[579,] 10294 4018 3598 12599 10686 9786 4317 10712 2670 2399 12385
[580,] 9270 893 11481 5039 8319 3055 5996 1894 10955 2054 7806
[581,] 9798 11012 7001 9368 11252 3608 11008 10735 2922 5228 9624
[582,] 4852 1497 11890 5009 12027 13356 6349 12792 5103 12139 1450
[583,] 1873 8500 8148 8347 2767 10026 8835 1738 3494 5316 8730
[584,] 5700 3873 5668 13237 7997 5562 9600 6813 11066 919 10203
[585,] 9026 459 8953 8580 2601 1218 9851 716 388 5958 9437
[586,] 1395 11787 13122 10657 12063 11152 5713 13263 12557 2733 13379
[587,] 12583 8057 7791 2130 9732 11048 12959 4672 13487 32 12103
[588,] 11218 9441 6143 12323 3957 5341 6996 7247 3974 5218 5635
[589,] 8878 10352 2611 5292 12420 6397 8511 7439 3666 99 4140
[590,] 2485 11144 2020 11032 13543 10818 8810 6342 12047 11293 10837
[591,] 12702 2378 3223 7012 12290 3569 8754 12866 4269 11810 8660
[592,] 4783 13614 13626 6520 11009 11882 13463 6734 12633 6696 12441
[593,] 10979 1426 3922 13537 4800 11055 8954 11089 12328 7883 12119
[594,] 8115 5757 10512 10711 12627 12525 12571 12673 11588 12834 10171
[595,] 8755 1729 795 3377 4053 1463 1533 7415 9813 12367 1839
[596,] 8011 2072 2284 5597 1793 59 850 11577 8029 8139 12547
[597,] 6049 11960 10568 6047 11055 4565 11657 3221 7145 11403 4200
[598,] 7691 9623 9302 9093 3516 7539 4400 5250 11285 2444 9864
[599,] 2291 6082 6256 1341 1599 13446 1504 1978 1097 5896 9786
[600,] 12185 5967 8839 10862 11877 11055 10112 9641 3247 2966 7501
[601,] 11912 5457 12847 11953 13302 8119 3860 7357 5507 10211 143
[602,] 5277 10361 9847 2912 487 9809 12764 4407 6733 12993 13637
[603,] 4797 5782 11882 12463 7260 13142 3755 8015 10080 9099 7298
[604,] 13051 11765 11634 6412 9872 6243 2456 7640 4528 4339 6042
[605,] 6021 2163 9291 833 5330 11842 317 3382 5534 11692 1260
[606,] 4637 4591 9558 6501 7263 3357 13571 9546 9935 9132 11657
[607,] 11473 12832 9516 13035 8243 11147 9957 12956 9011 13183 13193
[608,] 8789 1141 3689 5096 8739 9606 1456 2779 2973 6268 3832
[609,] 4931 2853 696 4109 11681 5731 12212 10561 1696 377 4490
[610,] 8355 4846 8680 10816 7543 13155 10854 8765 5285 9292 13266
[611,] 5972 2959 7311 1856 4841 13473 6386 11205 2429 2132 7956
[612,] 4777 6805 12268 10696 10928 9504 13202 13313 11568 13428 13502
[613,] 5208 8982 6846 12886 6417 11656 10958 9764 10028 12543 7409
[614,] 7845 11725 11589 10516 6824 10042 8389 5671 11048 8647 12410
[615,] 2140 3808 1100 11951 5689 3471 12288 5087 7207 3078 3595
[616,] 7169 4720 8853 498 2188 8343 7115 7029 5092 941 294
[617,] 9335 11344 6695 12246 9955 11184 9958 2432 8202 2899 11644
[618,] 7214 4900 6883 2893 2146 1821 12598 11041 7186 12883 8441
[619,] 11928 4401 9325 5383 5567 5761 2098 5383 5978 3960 5769
[620,] 4354 8659 13094 8078 10515 8405 9459 8231 8330 13130 12330
[621,] 10857 13217 11696 9699 8243 8221 8984 3164 9017 6654 13461
[622,] 1174 11697 9991 3165 12774 5423 11800 6596 592 4404 5110
[623,] 6949 5002 11470 3794 10740 12888 5708 7793 8167 12797 10477
[624,] 4663 12215 4008 6507 3805 6762 9865 4872 5882 9257 11047
[625,] 10077 4661 13631 13269 7337 10310 13351 13316 10905 5608 13238
[626,] 12620 12387 11863 5054 8492 10491 11663 9782 8236 6990 5429
[627,] 11816 6253 3256 5762 4916 7439 8121 11226 10576 7476 6583
[628,] 2806 10540 11713 11367 7999 8561 10461 5830 3153 10638 6273
[629,] 13161 12442 10923 1952 9450 11535 6392 8044 11196 12607 4852
[630,] 6272 5807 397 12689 8397 9951 10816 12349 10875 9838 3420
[631,] 4042 5069 10833 10470 1934 3725 9426 8025 3923 6918 11320
[632,] 5580 4477 3624 4427 6837 2981 3048 3594 6736 6534 8204
[633,] 10001 13553 11120 13236 7170 8313 9013 11942 11512 6681 7234
[634,] 6571 4435 2701 11795 6164 8398 8175 2032 5985 11109 5770
[635,] 13467 2849 2996 4088 1915 11206 5014 1354 1102 10095 1514
[636,] 12065 12300 11770 12654 11613 7934 5216 12944 11776 2166 13061
[637,] 5821 12307 12311 11510 13558 11191 12610 8887 7983 8819 12769
[638,] 148 2287 5411 6036 5589 1251 8292 5203 4896 3964 9802
[639,] 13268 12594 13448 12630 12569 4721 9068 12451 5081 8945 10087
[640,] 10746 13532 13070 10498 11858 5006 6656 5414 12024 11782 8952
[641,] 3998 3948 8281 5955 12221 12393 13214 12364 13640 9058 12652
[642,] 8576 8525 7148 9179 3490 5108 8742 9080 4284 7279 1235
[643,] 4442 8571 9396 1896 149 2994 13082 5442 6711 5404 7136
[644,] 542 6198 6183 10435 7739 9010 12226 2270 6163 9532 4698
[645,] 11925 10149 7965 12863 7622 1940 1475 11750 11717 2234 1239
[646,] 1403 6766 7751 2346 13069 11303 2762 3929 10043 12833 10171
[647,] 8714 11002 9087 4740 11932 2347 6207 9414 8338 9603 12585
[648,] 2152 2248 8506 3828 6500 11844 2495 11232 5294 10208 10659
[649,] 7793 6399 5004 5136 9145 10216 10393 732 13590 8495 7757
[650,] 2776 8880 5863 12101 10733 11860 9959 7713 9043 11545 4389
[651,] 11455 548 6884 13636 10733 10050 12463 12357 10313 10127 9374
[652,] 1615 5902 2650 11926 1940 11275 1503 612 11703 1466 8862
[653,] 9551 4224 13041 10921 6705 4805 4759 2154 11243 3974 4658
[654,] 9952 10495 12938 12646 12860 8041 7852 13563 12107 13585 6281
[655,] 8360 9059 6447 3820 8544 13156 1483 1367 2262 3272 11298
[656,] 8058 13421 10480 12191 12444 10280 3744 11012 12603 8865 13687
[657,] 6907 4604 10453 12087 11433 12335 9874 10973 4694 8081 4414
[658,] 11467 13308 13437 8663 12907 12855 12066 13649 6923 12788 11587
[659,] 4402 8679 4567 11769 7969 1016 4324 6342 12856 6500 4074
[660,] 3084 4019 9154 2622 5931 3748 13231 5145 2210 11556 3840
[661,] 9786 5526 8372 8475 7883 7898 5433 13064 10642 10312 12692
[662,] 8517 6676 5470 4839 11504 7620 11781 5237 5647 12712 7137
[663,] 5186 2750 6921 10242 13266 6507 10202 8007 5106 4736 3436
[664,] 8320 13459 7801 7814 8811 13523 13375 9619 3198 13587 12052
[665,] 3409 2467 2396 321 360 9850 9507 8513 6715 2603 8189
[666,] 6151 10654 10918 10271 9482 8464 12728 6011 9242 8997 11326
[667,] 4933 10709 11283 13173 4605 7317 13003 9001 3045 12168 737
[668,] 4657 9195 3611 4427 5257 3540 2064 4066 7100 1131 7810
[669,] 10993 11342 10428 9772 8029 11733 6718 7875 8950 11603 11007
[670,] 4589 8757 13122 12105 13101 7935 11338 13271 12542 10714 9189
[671,] 13271 9107 7695 9865 13337 11425 9604 11050 10413 3869 9380
[672,] 10230 3820 2417 1533 2933 513 1960 1227 2550 3363 5510
[673,] 1720 6640 9311 1154 3145 1459 1782 8258 2606 7328 10666
[674,] 2911 9136 8879 1867 3867 10658 7480 7123 6234 4826 323
[675,] 6288 9704 1299 6893 12865 13058 7982 13402 12560 13432 11217
[676,] 9959 5653 13495 12106 12859 5546 12457 12715 13550 13028 13458
[677,] 11359 3467 8479 11226 12466 8077 7688 1587 7754 5997 10783
[678,] 2294 658 8322 2618 2234 9711 7539 2632 2424 7064 3886
[679,] 3710 9731 9993 13561 2469 12873 12610 4036 9021 11359 6795
[680,] 9839 11069 9386 13567 2814 9822 11147 8403 7774 12379 10795
[681,] 3114 5953 3105 11307 1201 13257 11179 3404 2745 13283 11507
[682,] 6871 10645 12680 12471 9472 1811 11588 3220 8015 8994 13651
[683,] 12747 10250 1172 12315 9997 3662 5892 11228 11325 7245 13072
[684,] 12216 3859 9970 11259 2733 2397 12304 3354 5488 6356 1102
[685,] 13281 5039 8182 6863 4784 11262 13371 12950 5947 7883 8735
[686,] 11898 6439 11630 9370 12462 10686 12308 11316 4471 11125 10633
[687,] 9987 8884 6865 7559 4744 8293 1393 6816 12153 13029 12089
[688,] 3711 9026 9153 7151 9066 5326 6019 6933 8185 3658 12323
[689,] 6340 3772 6131 8818 7500 8936 9164 9554 10472 2323 2175
[690,] 6670 5320 5991 13359 7005 12843 12315 4441 11718 1048 8699
[691,] 10730 3467 7426 5343 9149 10593 11638 11359 7108 11788 10516
[692,] 8051 3612 12268 12185 9336 1420 5670 11513 8387 12015 13382
[693,] 3843 2806 9699 1667 6919 5672 902 7834 8455 5716 4251
[694,] 10652 9422 4965 4981 9688 10341 8282 3663 10117 5043 3810
[695,] 8902 5548 5532 1995 3164 9032 4020 2964 938 312 10823
[696,] 10551 5391 9064 11665 7679 7827 4920 9418 401 5249 5616
[697,] 11127 3080 4095 6002 4905 1438 13301 2050 9559 411 4713
[698,] 1559 8167 9175 11763 8279 8439 4650 847 6010 9762 6995
[699,] 13508 12857 13321 10676 13506 5267 12536 13328 12609 13383 7389
[700,] 9951 11778 12941 10532 11603 13089 3452 12630 12997 9753 1457
[701,] 12662 5350 12391 9797 9594 8395 3524 12809 7026 6053 5661
[702,] 2356 4719 2317 7246 8348 7890 6624 622 4091 8194 3597
[703,] 7395 5806 7876 13267 11640 8895 12535 12677 10878 6736 6355
[704,] 6193 13242 8205 3815 12210 12292 9084 11083 12234 5759 13109
[705,] 6647 8314 1169 11205 9637 1929 13019 12850 5456 8371 4675
[706,] 12523 12300 8679 9746 7536 10499 10848 10462 9412 4687 8405
[707,] 2487 8553 4052 2921 2104 13505 3020 8272 4563 5413 11502
[708,] 10102 4918 10918 4903 6462 7315 2860 5000 12738 7042 9942
[709,] 1097 8107 6738 675 1492 4058 8584 241 2004 5491 602
[710,] 5179 2750 7912 11148 5236 6500 11604 3302 2357 12157 10200
[711,] 1223 4546 12482 13142 7089 4255 2395 292 6523 9409 3918
[712,] 2841 3645 8869 11130 2566 3734 6002 9824 13660 2830 4241
[713,] 8966 6727 10379 9627 4131 2467 7811 11978 10041 7793 10849
[714,] 4160 2326 4950 1150 1632 2942 2761 2692 4809 12341 1743
[715,] 11448 1425 4859 11599 12233 8047 7826 13689 13028 12489 13368
[716,] 9505 5141 7071 9891 9109 3699 12101 7150 9539 1576 4613
[717,] 1309 1127 12074 7317 9132 10017 10570 8547 3561 11090 11931
[718,] 11953 11014 4269 8316 6743 2397 7351 5554 11401 2482 1191
[719,] 2623 11143 2786 5440 3708 3316 8548 3078 205 5442 988
[720,] 2195 3861 12623 7799 9032 6456 11806 10434 11137 6620 8386
[721,] 10198 10791 11896 5082 8349 11524 7495 6142 7342 13242 3597
[722,] 12720 7448 10647 7779 10436 6090 8015 12238 1495 7380 7704
[723,] 9527 7273 6949 11560 7563 7970 5581 2723 4993 3026 9485
[724,] 6951 11787 9724 5516 10887 12514 10141 4945 8937 7943 4174
[725,] 2866 11389 11861 5107 4351 4741 2851 4175 2394 10108 7517
[726,] 1750 3300 5505 5829 2417 1481 529 3522 5692 2673 1372
[727,] 11339 8334 13030 8257 11217 1415 6439 12553 8723 9286 3771
[728,] 10437 12031 12757 5692 9567 9662 1655 6178 4258 7214 11735
[729,] 2227 5872 1284 5811 3318 6814 6916 10465 6002 10774 6830
[730,] 3966 13244 1458 5954 2525 7987 2653 3815 6012 12513 8010
[731,] 2892 2104 5348 6182 7562 6341 5267 3378 4173 4864 599
[732,] 2642 10172 10785 10403 5686 6640 10305 7553 6163 8370 818
[733,] 12392 11531 5988 8245 5542 1319 11682 10042 7247 3061 1670
[734,] 8215 3960 11478 13678 12602 9878 12982 12469 10129 10663 13103
[735,] 8340 11957 9610 12281 12610 10743 8618 9734 3238 13510 12540
[736,] 7858 5179 3187 1810 3076 4831 13006 12221 8349 1762 2989
[737,] 7695 11162 11597 11854 2680 2104 1996 5250 242 4227 6909
[738,] 10298 10827 6393 2960 9813 7431 3284 4345 11274 11012 9867
[739,] 7420 7856 13650 4534 2570 11620 6322 12629 11744 3578 3442
[740,] 13121 4740 13550 2803 9922 9392 11984 13271 6882 11376 10848
[741,] 9854 9258 9966 9378 3302 11692 10352 13061 10257 7209 6763
[742,] 720 2183 1279 726 3281 4113 1383 3969 247 7874 6863
[743,] 8213 4894 2615 5005 2472 6004 8207 10526 5939 6790 4961
[744,] 5377 11601 2445 13089 5972 8358 12955 11227 1487 7220 7651
[745,] 245 4670 1518 8662 8398 7739 4613 13561 4734 3602 1476
[746,] 6721 11003 3183 11990 3939 2659 7163 9230 4825 9380 2275
[747,] 10995 8100 3072 12305 4807 9081 11541 7875 6072 10153 10264
[748,] 11275 8462 8018 6734 4467 8758 8018 12163 6550 4194 2265
[749,] 10965 2856 4362 6154 12194 10197 10220 7088 4870 5843 11853
[750,] 6669 4315 5063 10401 6993 5014 8763 8477 11340 1743 9515
[751,] 6364 3103 3341 4569 11768 6261 10046 7159 9552 4990 11157
[752,] 2588 10338 2770 4306 9874 985 13083 3617 1357 12366 967
[753,] 6537 11609 7181 6838 9764 7837 10404 1154 13533 5254 12590
[754,] 12196 13243 11808 13294 11709 7271 11499 12655 13645 9894 13696
[755,] 10647 13598 1468 5196 5680 13228 7656 8607 10652 6454 10745
[756,] 13425 10890 10643 9902 13529 10348 8323 12164 13373 11841 7614
[757,] 3436 11144 9387 6431 12777 11576 6221 11382 5623 10563 7144
[758,] 7374 2997 10869 7409 11744 7290 5041 3280 6298 6914 3150
[759,] 6792 8592 3646 7342 6114 1481 2515 2124 5694 1308 653
[760,] 567 5405 1250 4322 3186 12327 2200 3781 4671 3492 1378
[761,] 11581 13385 13397 9651 10145 12472 7891 11917 13455 9787 10928
[762,] 3561 4532 1389 2009 512 1185 6691 6449 4645 1916 99
[763,] 3996 13242 8227 5816 9507 11963 12591 8832 12321 7844 12646
[764,] 10360 8468 8028 5567 1391 6226 2496 2186 9701 8500 2920
[765,] 5232 4835 2544 13373 5380 3253 2104 1189 630 12679 746
[766,] 11642 8088 5870 12308 1528 6786 4663 9638 4977 8127 11697
[767,] 7069 10524 13327 7553 13250 9497 6853 3889 10896 12800 5308
[768,] 11173 10071 5995 4625 3493 12780 4164 9112 9540 11799 13070
[769,] 9976 5932 9666 11087 12225 10188 12991 3141 9082 11612 9450
[770,] 12275 12052 7086 9964 7803 12601 4400 13522 9591 13251 2258
[771,] 13107 13591 10447 9647 8402 9360 13547 11648 12161 9047 7433
[772,] 2279 7193 4424 12605 8556 6698 3298 6146 5231 3880 11996
[773,] 6483 2507 2086 2976 10825 13186 4280 8617 11261 2527 11439
[774,] 4973 11991 8001 13183 9987 13646 10552 8931 11371 2231 9368
[775,] 12709 10897 12383 5776 9574 3661 8132 12795 10532 12200 10335
[776,] 1808 2580 7618 7026 6850 4033 9564 1779 6819 120 4170
[777,] 5721 1900 3433 8988 5156 4400 10690 9657 12887 8789 9663
[778,] 4014 1476 7340 9112 4804 6992 1106 1343 5212 3710 9956
[779,] 12722 8381 13050 9986 4550 10897 10540 9132 11337 11854 7596
[780,] 11205 11117 2118 4938 3683 8540 4764 8616 5005 3370 246
[781,] 6111 11319 4783 9925 8465 6040 10268 4888 12348 9974 10104
[782,] 10479 5173 2347 7663 4913 7970 3435 6191 5905 5961 6558
[783,] 6513 2320 5943 4632 3921 7175 614 12817 9174 8357 6556
[784,] 11617 9893 10605 1780 7535 4540 4888 4170 2389 1399 11685
[785,] 8787 5108 3272 11243 2542 9422 4911 11312 639 9332 342
[786,] 11405 3309 2397 861 3180 9812 5099 6442 10711 12746 9998
[787,] 9965 11957 9596 8817 11042 8052 9896 11660 12108 12556 12172
[788,] 11440 6014 12940 10733 7409 4457 8579 6827 12716 7879 7258
[789,] 2487 8552 575 7026 3180 7619 3020 12525 7867 6563 8167
[790,] 5286 8418 4092 8699 2281 9154 7612 9363 7506 7378 4567
[791,] 699 7070 6653 5500 4181 4072 273 9491 479 11960 6315
[792,] 9468 2028 3519 11886 8478 10824 2831 5050 5143 11583 4352
[793,] 3130 9704 11132 9642 9250 7694 9932 7656 6172 9734 3420
[794,] 4336 11765 8522 10158 9863 4926 10373 13220 3137 774 10717
[795,] 5212 6101 3462 12404 7479 3074 5041 2490 3938 3642 8086
[796,] 7852 9542 8563 6352 11416 13290 1753 11398 5658 2629 10826
[797,] 2680 5568 10318 4351 2354 3859 8868 9274 5569 6042 11405
[798,] 13135 8934 13356 7687 12208 10978 7829 13174 6000 4667 13644
[799,] 8388 10832 9160 4866 9864 5364 4811 10316 10181 7005 11834
[800,] 7670 295 13256 3876 9839 2343 9198 8540 1872 13134 11892
[801,] 8830 5510 7603 11227 12388 11092 12745 4568 13373 11816 9081
[802,] 9462 5886 643 13075 9914 5277 7955 5745 7140 7838 10196
[803,] 6939 10571 9713 2399 7322 10333 10178 4038 6911 9962 12090
[804,] 13457 12856 11716 7576 12895 11403 12861 11917 11753 7706 6353
[805,] 254 9156 7363 3521 3486 262 5041 1447 6298 6890 11326
[806,] 7207 10703 2219 8247 12933 4572 11094 11702 8753 12203 6503
[807,] 11914 9409 8134 6202 9798 6334 7634 8339 9718 12333 8683
[808,] 1478 11911 12680 8812 3833 3474 8413 4989 8455 7017 6394
[809,] 2208 8139 10126 9290 10609 10685 5221 4222 11173 13105 3900
[810,] 9429 6148 11520 905 12394 8640 1598 9021 11830 3729 8894
[811,] 11223 6325 11433 5780 9724 2314 12964 7151 11709 11206 11111
[812,] 3573 11330 12165 7659 8241 10070 3432 13439 10769 6653 13458
[813,] 2951 4879 5862 9921 2703 10123 8097 7714 2233 9179 11061
[814,] 10188 3729 8855 13169 9473 11227 7134 6060 6981 12866 2818
[815,] 10513 4136 6954 1021 6000 6027 1359 2680 4805 11675 3700
[816,] 2980 9814 7816 8152 1397 214 650 4964 6028 4685 7354
[817,] 2180 9025 6818 12021 10364 8411 13262 8035 6083 2916 7523
[818,] 11039 7925 3113 9275 9077 8260 8406 4159 4927 8054 2814
[819,] 7447 2859 2699 4809 10564 2357 4718 7889 2262 3798 8792
[820,] 3072 10028 4352 2677 9814 3140 11078 538 6094 2875 8974
[821,] 5043 5287 10745 10858 10405 9741 12819 9104 5284 12204 4394
[822,] 11486 222 10601 7800 7534 7568 1608 9698 12331 13608 13571
[823,] 7360 5018 6295 726 11354 4157 12790 8941 13406 6881 2443
[824,] 4112 6939 13345 13535 12927 4094 11458 13656 13232 9907 11634
[825,] 4284 1225 8327 2983 4958 885 2709 675 6114 6149 10521
[826,] 5873 5761 2178 4518 10870 1297 4834 3866 6873 6599 2004
[827,] 9717 4398 13245 11795 580 7539 9753 3444 11283 9396 11382
[828,] 6312 4003 5628 1582 987 5302 6928 4705 3326 7868 4893
[829,] 11889 8631 5430 10315 10473 10212 2107 11309 5501 9306 7827
[830,] 10812 7835 12650 3998 5244 9305 5945 3098 7005 4767 10301
[831,] 10357 7694 8511 4898 9597 7343 13373 13526 137 6040 11220
[832,] 1730 1868 11026 2398 9893 2994 6280 2712 7782 8721 12030
[833,] 12140 3615 12592 9714 10917 12742 10825 10286 10823 12806 5278
[834,] 6670 5329 5992 13358 4948 11086 13065 1605 12988 7415 2281
[835,] 571 973 13446 12632 10213 12372 11203 6703 13377 9882 12113
[836,] 9478 10315 4305 675 2375 723 11154 1659 2031 6475 10040
[837,] 11093 8964 12972 13536 11667 12732 12585 11920 12721 7727 8380
[838,] 6293 10789 2685 10232 6317 6496 4059 1974 6210 10885 6940
[839,] 12554 9073 9666 6674 2634 11182 1342 5797 10896 7804 1457
[840,] 1779 8592 8159 1053 6092 2383 3237 1655 939 5399 3322
[841,] 1189 6631 3630 1092 1207 4214 9503 3459 7811 9699 1330
[842,] 9157 13533 11682 9633 6907 9251 6807 3955 12871 13181 6234
[843,] 7852 11085 8165 5310 11407 12329 4022 2971 1425 1865 7192
[844,] 11460 13393 10481 12128 9313 10384 10730 13669 11082 4515 6271
[845,] 1324 11079 11460 6341 1776 7871 8525 3721 904 1882 9152
[846,] 3697 11840 10451 13253 8322 13303 5680 13297 7950 12591 12174
[847,] 4917 2819 9700 7664 1527 11735 850 12913 9457 909 7436
[848,] 10158 12902 7817 507 10936 10344 12639 8048 10066 10904 9425
[849,] 4283 7335 1231 3103 442 5347 2985 2010 9175 5215 6781
[850,] 2346 4719 9797 1774 7260 6528 6030 6081 758 3746 8490
[851,] 756 12755 3367 4567 3050 8358 7167 13021 7043 7238 2212
[852,] 1404 953 4939 11626 7487 11181 13189 4583 8112 3101 9387
[853,] 9441 4036 6306 5372 4675 1555 5186 8110 5243 9130 9822
[854,] 5153 4714 8873 293 6317 7715 4843 7036 2085 11581 7411
[855,] 5413 8382 8105 11705 5648 6604 10920 5612 7236 12640 8686
[856,] 2770 10800 8290 7919 12879 10836 12885 12258 2950 6595 7810
[857,] 7810 11024 257 12566 12785 9860 5329 9315 12029 12984 4077
[858,] 1578 5007 593 8042 6795 10436 9203 539 2219 7863 138
[859,] 13413 10145 12354 9886 11777 2699 9111 5317 1495 6294 7590
[860,] 3596 9681 9753 10543 1527 6722 13572 7747 6923 10834 11033
[861,] 8973 12397 5641 11568 5199 13513 10708 12065 12189 13466 13680
[862,] 13088 12127 12423 8394 2735 3887 9824 5553 13096 2472 4684
[863,] 8250 2221 5407 5390 6265 8174 4417 5184 1939 3097 13143
[864,] 12892 13625 10424 9648 10094 12469 5676 12633 8943 11530 10208
[865,] 4432 5429 2605 7339 9877 13028 7393 2829 7844 7585 2485
[866,] 6777 5433 1689 861 364 5191 9509 1548 10711 1306 3224
[867,] 4349 6642 8581 2247 2804 5070 7761 1785 10515 495 10739
[868,] 9140 11355 10485 8817 8458 13313 7950 11659 9983 13072 11068
[869,] 5792 2079 2299 6713 7516 3498 3808 9626 11174 7042 5441
[870,] 10863 7840 7727 13028 7356 5087 731 13561 10311 10024 10978
[871,] 10510 2352 8108 9974 12274 6608 9835 1193 12414 6104 1644
[872,] 13489 12539 10185 9062 5727 11359 7014 9151 6114 13266 10531
[873,] 6133 4753 10532 13285 11512 11186 4673 9619 11676 13318 13682
[874,] 1198 8574 4992 1733 3686 994 11146 5355 10675 2592 9114
[875,] 11530 11298 847 3989 9940 13443 3690 6839 11082 10638 6797
[876,] 3500 10479 4569 717 812 984 5456 3458 12518 3527 3332
[877,] 3162 2989 993 4814 2498 1543 2666 3812 1055 2713 2401
[878,] 3978 10005 10006 10032 6370 12515 13446 7866 10146 11360 9704
[879,] 4684 11229 13486 4487 2137 1298 2789 13404 9889 6612 13463
[880,] 2809 12885 10395 2749 9260 10384 9924 11905 13324 5557 4242
[881,] 4628 3963 10894 12467 5317 8185 12789 4048 13390 5758 11336
[882,] 10640 11000 6056 10397 10121 3799 10402 9233 11402 2561 7775
[883,] 9960 4558 11141 9605 12859 5529 6706 13162 12107 10646 11535
[884,] 13392 12611 13572 13057 12813 9491 10197 6921 12604 5681 13742
[885,] 13287 13208 13134 12691 13558 12823 6761 13327 13150 10660 13650
[886,] 8402 10817 11530 5971 9503 12662 12954 7790 10410 11648 10768
[887,] 13045 11539 10755 9309 4959 11462 6439 9990 6582 12215 3808
[888,] 10986 8139 4858 4656 3476 13387 4098 11116 11173 6894 12856
[889,] 11662 4906 6327 3923 11745 12533 13198 12095 12331 8954 8088
[890,] 337 11678 3414 1899 10846 7872 13287 2142 2791 6560 5124
[891,] 7695 9590 612 4938 5771 514 1995 5696 8305 6444 8052
[892,] 12582 10793 5906 5084 11695 11532 8616 5165 5205 13354 10281
[893,] 1447 10597 13006 13163 9287 7089 4847 3294 8073 12146 12804
[894,] 8305 4828 381 11618 7455 6866 7834 10418 7175 12588 502
[895,] 6242 12703 10808 10221 6381 7284 12238 11700 4933 5801 3840
[896,] 5744 10507 2216 2421 7322 6906 3778 4062 13005 7925 3351
[897,] 13129 11355 8701 7759 10396 7764 5205 11659 12741 10016 2785
[898,] 5435 11093 2499 1066 12773 13503 8514 9066 10694 11915 5053
[899,] 5779 7756 9592 12615 3793 4387 11363 13171 7917 13243 13629
[900,] 13381 13204 13568 12206 11624 7060 12168 8887 11599 9001 2654
[901,] 3333 11026 2507 244 7956 3016 5329 4405 12043 6496 3240
[902,] 1112 12857 9559 13425 8991 6518 4877 8726 9071 12130 7465
[903,] 7976 11200 13557 13502 10973 1218 13315 12336 5826 5608 13361
[904,] 2295 11516 10080 1350 2228 6219 9632 9000 2391 222 5895
[905,] 5606 2341 9974 7284 850 6637 6098 7536 11385 10302 11188
[906,] 8514 8624 11592 13462 9597 3157 10046 4314 4264 12961 11217
[907,] 6453 12052 1828 11724 10029 3197 4974 10199 11049 3327 10430
[908,] 11846 6280 612 10206 2754 222 1024 4736 7262 4272 8046
[909,] 5252 5172 10644 988 4974 11357 10870 10644 4809 11200 1158
[910,] 8027 9753 12967 4511 10920 9260 13453 13154 11491 6739 13619
[911,] 3039 914 2103 246 5191 3068 1311 4696 3898 12511 1781
[912,] 9110 9752 11793 2038 13109 12432 13133 12265 12544 5508 8299
[913,] 2709 8771 13134 11379 13558 3490 12848 12388 12109 11980 13535
[914,] 10059 7914 12264 3130 9415 11134 4774 9505 9984 13179 6269
[915,] 2735 11377 7693 9861 12948 6763 7817 3911 9041 9173 3501
[916,] 11172 279 8096 6917 11332 11672 5862 8201 1623 2489 4659
[917,] 9843 11755 10983 8367 5685 8729 4367 12566 3574 5098 13294
[918,] 2617 10184 3545 3320 872 7862 8383 12206 4478 10469 8709
[919,] 1723 4115 7049 2779 2483 1932 6910 8169 4816 8365 4544
[920,] 5614 5460 11620 9556 4035 306 3334 8546 3538 11236 12385
[921,] 10059 13440 13134 12672 10906 11927 12866 13509 12587 8804 13399
[922,] 9454 6815 12938 11483 12585 13063 13175 12422 11628 1350 4346
[923,] 5111 8146 7345 10283 11132 11844 7547 2607 5225 11647 9953
[924,] 757 6224 10691 2779 7569 10631 11251 6175 8641 6092 8555
[925,] 6407 1649 11898 638 10499 1961 9321 6321 2907 4075 793
[926,] 5007 5993 2262 12263 13495 7112 11468 12324 12338 12563 7336
[927,] 13507 13324 13152 10676 12885 11132 12036 11942 13458 9830 12507
[928,] 11460 7848 13134 9709 10129 11166 13131 12959 8995 8813 11572
[929,] 3938 10654 3991 800 858 11274 4964 3812 1066 2054 454
[930,] 2683 13006 12091 10498 8912 7485 4424 7616 12024 4364 5991
[931,] 11565 12611 12233 10683 13431 2228 12898 12914 7954 11521 7356
[932,] 3843 6006 2299 2891 13230 13565 4098 3938 5197 2968 2101
[933,] 8009 4841 7029 11632 2933 10123 4235 3924 11220 4887 6526
[934,] 12795 7288 10713 7301 939 8768 8699 11370 10614 4341 3756
[935,] 5181 10600 1618 894 2832 4164 8532 1010 952 2628 393
[936,] 6595 9353 4290 12001 3919 12959 801 7397 6566 11731 823
[937,] 10811 13508 11773 6567 4760 12513 11609 5925 5765 1983 13254
[938,] 11591 8838 5791 12893 10098 9753 12784 12480 11783 9012 12052
[939,] 8201 12303 4818 11861 8049 7459 9587 7975 6221 5661 2652
[940,] 8377 8171 990 6914 12762 7288 10268 11891 13487 10666 10721
[941,] 3517 6455 9961 12557 12988 7847 6063 3586 5926 11217 7748
[942,] 10244 9064 12438 6909 10608 11997 10080 8570 8209 12513 5949
[943,] 8830 11115 9490 9509 9816 12056 10398 1752 13589 11240 11472
[944,] 1302 4499 10953 3439 10073 12065 8394 9272 5547 7355 10558
[945,] 6779 11675 9412 10458 2828 3283 6285 4661 3703 7664 9168
[946,] 5168 11847 13326 7628 11652 3089 4609 11019 6938 11478 3472
[947,] 4765 7069 11132 7576 13356 7416 5187 6677 777 9734 5217
[948,] 9438 11464 10108 12485 8482 1557 5243 5178 8482 8079 3072
[949,] 10631 8672 3591 8478 12399 10742 2422 6667 11416 7561 12405
[950,] 9209 5759 11476 8986 12585 11663 13587 12666 5961 13616 11218
[951,] 450 394 1046 327 4110 761 337 393 3708 2660 1378
[952,] 6612 11704 2026 13378 8206 5143 7362 9310 9823 12986 4090
[953,] 13271 10717 12265 11634 5370 10185 11619 11157 6860 12857 6470
[954,] 10302 8181 7322 9112 5466 13454 13097 12096 4192 10855 11334
[955,] 11890 10871 1347 10365 4171 9580 7205 11789 2097 11778 12614
[956,] 11119 3075 3221 3618 4172 1197 12800 8125 7501 8240 8551
[957,] 11060 7195 8248 9107 6805 5596 7070 538 1774 2087 8026
[958,] 6888 4605 6701 12642 10905 8017 7849 7692 12691 11525 10125
[959,] 12185 3794 7014 13119 2709 6973 4378 9922 4309 4887 11056
[960,] 1978 12221 12954 6482 13115 8101 10981 7947 13677 7028 9368
[961,] 2775 8907 10500 1703 7387 12263 8161 9527 9942 10698 6359
[962,] 4994 11886 69 5001 2010 10338 10301 5052 8231 5800 1495
[963,] 7611 8324 2351 7636 11781 3451 2552 3414 5905 12207 11160
[964,] 2343 10577 8816 8173 5180 9876 6329 6908 9420 6800 6338
[965,] 12492 11202 13305 10586 11610 1261 8951 10340 8049 11490 9281
[966,] 8008 9895 9595 5609 11067 12352 4531 4012 3237 4776 12527
[967,] 6401 9481 3296 406 2409 10807 8521 12174 12026 9709 13164
[968,] 6315 4810 1100 6064 10320 3062 11663 7035 6040 10079 7413
[969,] 10913 12615 11788 11504 11026 12741 11474 11656 12292 13596 4282
[970,] 11983 8732 8442 10504 1481 13039 13083 5491 11464 10583 8186
[971,] 13316 7426 13026 6728 13156 10563 12101 11763 4005 10211 12237
[972,] 3973 914 2099 504 7203 4869 978 9433 423 7901 1782
[973,] 10055 13540 13274 12138 13101 13124 13139 11909 13549 11358 9257
[974,] 11975 7517 9496 6238 5016 3980 7353 6524 2664 7360 8140
[975,] 6907 8772 10455 4476 4267 1767 5606 10309 10289 10948 12526
[976,] 4112 5962 4753 2882 8469 12264 6943 11610 7140 7885 1488
[977,] 11546 8181 11527 6981 11088 10516 11619 4978 7078 8007 11805
[978,] 2264 3930 12024 798 7518 2920 280 3377 782 3767 10650
[979,] 10539 4543 2914 4919 3315 6599 6200 9477 11055 10494 1829
[980,] 12321 11549 12478 4823 4969 8397 10116 7246 13526 12269 7723
[981,] 3317 6325 3334 4720 260 2346 893 7566 3077 478 6595
[982,] 9023 9684 1593 12646 9352 10958 8959 12685 10319 8134 6422
[983,] 10166 12667 12316 9282 11614 3640 13562 10559 12644 5891 10279
[984,] 2194 11453 10915 10044 4335 1049 5224 2392 3286 580 4856
[985,] 11169 1671 5413 5912 11229 9981 5057 4651 4027 11211 12330
[986,] 4009 8175 9243 5337 2241 9707 2961 989 7357 1974 10584
[987,] 5778 11346 8659 11562 10324 11765 5641 6878 10373 8110 10221
[988,] 11565 9765 13176 13435 12148 13059 2797 5820 10867 9915 5292
[989,] 7539 8420 2403 6501 5487 2488 4525 4322 6366 10195 4576
[990,] 7609 2383 11361 2816 6517 7970 5585 2866 3094 10980 9531
[991,] 542 6302 4291 8385 6745 10921 2528 8552 6566 688 7781
[992,] 911 5635 4446 2710 5109 9032 1583 494 596 207 989
[993,] 8528 13371 10691 2792 12654 6254 5383 7492 10570 5249 8582
[994,] 8227 3638 2996 5044 11697 8463 7090 6996 2080 2696 3400
[995,] 7956 3573 9181 11146 3884 5733 12984 2479 6215 9059 8767
[996,] 12129 1995 7863 12220 12582 8222 13173 13316 11576 13190 8232
[997,] 639 3272 8139 8396 1311 3856 8866 1061 13446 5121 2161
[998,] 13308 13304 13567 11503 10255 8899 11471 11019 12946 12528 6310
[999,] 12558 11216 13290 8657 8300 7693 10730 13088 12560 8750 4287
[1000,] 7500 12780 1781 4566 6517 8966 7607 2956 9687 11067 5591
[1001,] 12071 12259 13592 12670 13348 11133 12476 13333 9017 11358 10128
[1002,] 6825 1906 12539 13229 7991 2454 11357 6814 11739 13291 6217
[1003,] 3692 13342 7708 10587 560 2536 7907 11080 9936 9135 502
[1004,] 1700 3897 11294 6244 881 4321 5326 1431 6570 2282 3595
[1005,] 8840 10240 9008 7273 13392 10691 7653 6501 11369 6127 2291
[1006,] 10348 8418 2412 2775 10410 11018 5623 2887 11881 2204 2893
[1007,] 5186 4713 6922 10232 13266 10871 9595 1897 6216 10885 6319
[1008,] 11237 13149 11974 13601 5972 8363 11525 6511 3995 12246 8619
[1009,] 11634 5950 8294 4808 13034 6272 1618 11152 3327 6879 7352
[1010,] 7395 13184 12902 10594 12847 11621 12039 12084 12534 9937 7362
[1011,] 10683 8370 10784 7289 8850 10936 408 3736 533 6212 9646
[1012,] 12898 13616 1020 8609 10217 4169 6790 4016 9521 11702 2163
[1013,] 9196 3948 9124 10120 10919 9481 115 11502 5951 8837 9656
[1014,] 11437 12914 7647 12237 11041 10086 5595 13582 10779 12458 13329
[1015,] 7294 2231 8575 3021 976 5332 4809 541 1772 3798 3112
[1016,] 4950 3837 5863 9290 3862 6910 9430 4999 3008 9043 7550
[1017,] 1991 10502 3818 8544 2146 10153 1274 10998 10300 2971 2837
[1018,] 7034 1577 3993 6659 9050 10306 13358 4335 8105 11037 8422
[1019,] 4994 4795 11466 5000 2203 9884 5008 1891 1071 1403 5801
[1020,] 7532 295 1949 7994 7204 3186 11567 6570 2609 12662 4789
[1021,] 10363 10267 4968 4982 11229 8525 12144 9982 9188 7288 5751
[1022,] 8454 932 2103 4236 5770 1373 647 6634 1604 4296 1281
[1023,] 5443 7688 1491 740 7090 2288 370 3070 522 1779 9074
[1024,] 9562 8251 6976 10909 8270 8252 3651 8137 9291 8514 7569
[1025,] 10619 4391 12058 7301 12706 12759 3296 13054 10652 12300 2388
[1026,] 5944 5782 2319 9281 8079 7066 9293 7071 9122 5843 1559
[1027,] 12363 2508 2112 8084 11933 10104 5913 11461 9310 5331 7120
[1028,] 2523 11750 11057 4987 6634 2860 7748 7460 11283 7134 11997
[1029,] 9108 12259 13274 9674 4751 13124 13145 10262 6868 11955 12042
[1030,] 10027 13211 11185 7565 4131 11854 13123 6717 9957 4653 8270
[1031,] 1626 7745 1416 2648 9202 5158 1215 7427 3639 5445 985
[1032,] 5638 1867 3619 350 5790 4008 12761 11405 5710 1306 12022
[1033,] 3758 7860 12714 12463 7261 10482 9263 7026 9135 13089 7310
[1034,] 8568 12451 8022 12764 13146 8598 8670 8163 7499 12323 6571
[1035,] 10567 4509 9367 6890 10543 6333 7755 2037 11292 1159 6972
[1036,] 6251 1041 7250 9521 11731 1822 7304 5087 4870 3828 9778
[1037,] 4842 9775 8851 10231 2945 9902 3733 10544 12208 10077 3403
[1038,] 7243 11888 8745 5738 3563 12856 6943 2312 13197 9834 1441
[1039,] 10922 6876 12892 8776 9922 11625 9039 10955 4687 7789 8383
[1040,] 6164 7128 1627 6282 12646 8683 6380 6132 5220 2177 8496
[1041,] 10639 12762 13234 11224 7226 8146 12745 12586 11999 10404 7758
[1042,] 10634 4255 4063 11204 3063 3668 10384 1115 11718 5973 9623
[1043,] 9099 4639 7722 13020 10106 7029 5662 13487 7963 10814 8238
[1044,] 5975 12402 2670 10304 7536 12040 8264 11705 11194 7043 11323
[1045,] 4561 1864 6572 5408 2100 5197 10460 11862 6804 876 100
[1046,] 11150 8406 4937 12796 9758 4449 9148 11418 10214 9475 4644
[1047,] 3637 3573 7351 10969 5333 3479 7747 4013 4067 13102 5903
[1048,] 5160 13550 13625 12682 7333 7728 10011 12695 11618 13562 9308
[1049,] 11172 1703 4038 11096 5659 6353 1516 8210 11035 3041 357
[1050,] 817 2440 5111 4275 1200 1463 800 8408 6705 12380 5045
[1051,] 3273 1729 3427 410 4091 1639 4437 2083 5701 9715 956
[1052,] 12272 6437 11982 12342 12373 8741 7634 2310 13247 11244 5698
[1053,] 11784 4075 1466 10102 2520 2332 3596 5677 7543 7530 9906
[1054,] 4174 1656 471 6019 10456 3176 362 6323 2931 4054 2341
[1055,] 6462 2290 8927 7873 10449 2645 8149 12795 6112 6089 2872
[1056,] 13380 7889 6862 7552 12905 13440 11470 7805 13620 11439 12804
[1057,] 13141 10622 7801 9830 6447 12377 5634 12652 12313 6707 12490
[1058,] 8185 12651 9111 11867 10902 2755 10141 9807 10929 10625 7810
[1059,] 10432 7245 11593 12392 5648 10900 9834 11738 10492 8556 1797
[1060,] 11791 7459 3245 8764 307 4744 3524 10821 5887 11700 11133
[1061,] 8968 4580 11697 2020 10882 1190 10674 7683 7944 11377 10049
[1062,] 11546 12351 13614 11175 8048 4741 13382 6950 7415 2899 10317
[1063,] 2783 11229 12565 3580 12509 13112 4539 10933 11491 5526 10127
[1064,] 10187 5069 10034 13496 12216 7745 12170 10546 10955 4749 11325
[1065,] 7409 2983 9109 6964 12834 9868 367 7663 5943 11955 5771
[1066,] 10618 4418 2109 10465 12050 13553 806 9468 9754 10520 7051
[1067,] 2974 2888 6938 800 2539 3725 11118 9432 1570 4731 458
[1068,] 8707 8672 12533 1662 880 6286 5444 5564 13661 745 7126
[1069,] 2394 3837 7125 12746 3457 3199 12536 4871 9254 4013 2112
[1070,] 13137 4887 7884 8728 2917 9103 8958 3984 3008 7985 10269
[1071,] 3593 1895 13165 11384 9018 5543 11960 12371 9891 8840 6205
[1072,] 10059 11241 13477 13258 12518 12505 11392 12380 13150 13004 13707
[1073,] 10163 3577 13614 1233 6335 6917 13384 5087 8114 7123 9425
[1074,] 2664 1258 939 2644 5128 2190 3396 8448 6792 2690 1413
[1075,] 13446 10127 11365 8255 12280 6952 7185 11786 7066 1048 6754
[1076,] 9320 5992 11868 11571 3319 11934 9964 13692 6930 8847 9231
[1077,] 5619 5433 1851 3431 9196 2421 6241 2967 5725 9683 1871
[1078,] 9169 9821 11679 6667 855 3737 13133 5811 12125 4538 8269
[1079,] 8119 974 8685 4953 1893 5087 11825 3939 12290 10747 13399
[1080,] 2150 699 2726 5099 1581 3514 13005 9237 2682 7137 3850
[1081,] 3010 2118 5750 3738 5619 3831 8560 10443 5132 11361 12779
[1082,] 10492 6255 8395 11014 4966 13456 11878 9142 7594 5179 9897
[1083,] 1186 7263 4003 3568 11193 10205 7201 13528 3792 4151 8627
[1084,] 3289 10431 1385 6917 11982 12699 1571 2712 9835 4388 940
[1085,] 4680 13533 12565 7543 13095 9252 6762 12379 11491 3565 6232
[1086,] 13083 11541 13054 9446 5046 12581 9481 3050 13446 4357 12879
[1087,] 9817 12532 3733 13690 9880 7671 3238 10116 12051 11930 10027
[1088,] 7492 11680 11606 3004 8940 278 3995 12146 3713 5479 10836
[1089,] 6040 11353 6701 12271 9408 4416 5628 13286 2217 12111 12837
[1090,] 6797 4315 2567 11302 1116 10932 3957 2900 6158 2477 1679
[1091,] 2310 679 1322 1385 6869 3016 3393 5196 7883 2682 6107
[1092,] 3555 11187 8450 2647 816 4035 6301 5491 6804 1326 99
[1093,] 6835 9681 13493 10543 8374 10049 8925 11963 9031 6699 11519
[1094,] 12620 9877 3508 10417 7812 4817 12686 8044 6347 4782 3965
[1095,] 6866 7781 4865 9628 12807 11013 4500 12356 11776 1991 706
[1096,] 13284 13629 12940 7556 13265 7107 13164 10319 6196 11441 4270
[1097,] 11738 6226 11341 13311 4933 8245 5875 7194 3974 7476 5547
[1098,] 6978 12662 13457 9267 6958 11901 11606 12120 8944 4756 9346
[1099,] 12530 13601 9513 12142 7158 11127 12896 13265 13128 13565 13462
[1100,] 6656 10911 11941 12007 948 12200 6428 13255 4494 11787 7760
[1101,] 8051 13393 9623 11491 8413 1885 10797 5740 9991 8860 12505
[1102,] 12946 5153 11400 8939 12741 12604 8673 3021 11300 6419 5687
[1103,] 10624 11550 1681 10320 4605 10218 12221 11808 12982 12319 6757
[1104,] 7287 4997 10061 5817 4755 3747 12884 12633 11839 7948 5801
[1105,] 7903 12137 11019 13215 10711 9812 12764 10125 9876 12410 12034
[1106,] 10218 9039 10576 8270 9763 10494 13407 9787 9261 10940 10248
[1107,] 11982 7332 9374 5130 11344 9615 8373 13607 3124 10406 12644
[1108,] 8701 5229 9087 6838 6002 7261 4976 7566 2585 5333 5687
[1109,] 5249 1795 3551 8000 13153 2729 5776 8229 1525 2251 7801
[1110,] 12587 5991 11868 11563 10386 9386 4575 10382 11824 13495 12440
[1111,] 1873 8366 13054 12001 2762 8978 12224 8551 10256 10290 7760
[1112,] 12468 1837 12851 10342 10049 5793 535 12561 4525 7154 12672
[1113,] 1870 1278 3615 952 8935 6681 10348 564 8789 1785 9877
[1114,] 4259 3079 6007 6825 2023 4430 6451 2734 6420 1782 2209
[1115,] 8883 10421 12131 11989 9809 10919 9482 3050 10253 8607 9919
[1116,] 1168 3167 2519 2794 6521 7527 8673 11730 3447 5040 3648
[1117,] 2523 5505 11080 11845 5535 11360 116 4544 1031 13127 6062
[1118,] 12815 10309 2485 6319 6122 6377 5099 3597 6755 9667 2485
[1119,] 2922 9093 4876 9924 12442 9384 4676 1225 1201 8125 12183
[1120,] 3509 5627 6383 5444 6792 6681 3405 1695 8788 5066 4917
[1121,] 7481 9293 5133 2078 5170 2697 9112 8114 1495 9360 7569
[1122,] 11858 12479 10737 12766 10493 6231 8763 12585 13252 11056 12222
[1123,] 6595 10155 12752 3259 10789 13559 9689 13068 8732 8492 3768
[1124,] 4348 11743 2809 1666 6088 2339 787 5373 4594 2650 6161
[1125,] 6118 6925 6938 11166 2727 12850 12676 7016 11693 4746 9243
[1126,] 12794 12188 1468 4353 1171 3712 12280 5677 13374 780 3949
[1127,] 11462 13555 13127 13419 12862 13318 13132 11915 12901 13175 13348
[1128,] 2371 7151 7363 5432 4839 424 9575 1437 5143 3738 9819
[1129,] 9984 9802 13512 11608 6418 2781 13621 6733 10852 12042 9295
[1130,] 6544 10430 9414 11032 13543 11601 7707 8148 13308 12385 6082
[1131,] 395 3924 2158 3372 1430 5134 7540 3824 2468 2198 4936
[1132,] 9315 13596 2099 6910 4559 11260 13210 7587 13182 9774 1005
[1133,] 9225 1324 9201 4995 5896 11817 2820 4141 2348 6895 9200
[1134,] 7446 1014 8873 13478 12184 3057 3074 1432 6252 11585 2727
[1135,] 13334 6231 5931 12289 9568 11949 12103 13207 1127 12635 11724
[1136,] 12930 6001 4879 6788 4747 6067 10891 8559 1201 3806 10248
[1137,] 9417 2229 8578 8041 2805 6320 8791 8621 5377 1225 8026
[1138,] 6541 11042 1124 2172 10084 11591 421 7298 3629 12716 899
[1139,] 8757 4466 3665 578 2383 378 259 744 6771 8711 4104
[1140,] 4674 2935 8685 12204 5327 2814 1609 7750 6203 8189 1065
[1141,] 4370 3462 12481 6357 7038 13598 4296 12849 5567 8436 13137
[1142,] 11585 12271 12882 9692 6255 9889 9577 13006 3152 11990 5280
[1143,] 810 6252 2085 4149 3075 9559 12690 10238 10222 10494 8055
[1144,] 11471 13493 13101 5549 3249 12499 9970 13265 6891 13039 5203
[1145,] 7117 6014 10586 12878 6383 11524 9580 13453 13520 9812 10121
[1146,] 12006 5382 5954 7327 5964 5946 9306 2890 3800 9380 9520
[1147,] 3838 13103 9699 11561 9012 2511 8577 11644 6235 6686 13458
[1148,] 11064 8204 8521 2286 11965 5106 10617 3206 10528 6448 9064
[1149,] 873 6198 6165 7328 850 4321 7172 8549 1473 6066 3777
[1150,] 2983 12906 3816 2827 7455 11936 11403 11468 9947 10613 1993
[1151,] 5252 8324 3143 1459 3973 6760 4482 1505 1481 11667 9578
[1152,] 6809 12210 7610 9525 12729 7592 2430 10183 8796 8504 12420
[1153,] 2288 6158 12016 7409 10394 9711 4067 987 5242 9086 10649
[1154,] 6789 10326 7000 3395 3211 13575 9527 4499 12071 8724 13159
[1155,] 6189 4774 10836 13688 3861 12005 12239 9808 10160 10787 13280
[1156,] 10157 2955 6842 1233 6259 11833 3195 2613 4406 4918 6486
[1157,] 2858 12654 9718 8170 12080 9463 10964 7007 8089 5822 8285
[1158,] 7069 3629 12938 8658 12095 9921 13170 8783 12192 8908 5278
[1159,] 2449 7245 9833 7865 9574 8397 8130 13359 9290 4079 4615
[1160,] 6716 5506 5458 7437 6606 620 5064 11323 3888 10454 9805
[1161,] 1903 7712 2120 4410 4634 13597 12704 2379 2718 7541 4936
[1162,] 5591 12784 9064 7260 12325 6630 6062 7548 2935 7276 4632
[1163,] 13118 13057 12601 13053 12917 12886 13609 12341 13746 10759 5152
[1164,] 4085 11859 3011 11117 10911 9882 9209 5905 12881 5573 3435
[1165,] 5153 11239 13113 8628 12077 12253 12863 9509 10796 11958 9316
[1166,] 11856 12989 6042 13310 8676 3671 13280 2868 7647 10287 3688
[1167,] 2105 10793 10135 5084 11695 10760 11850 11194 9514 9237 7964
[1168,] 11619 6971 8258 10307 7424 3785 4870 9000 5185 12139 10524
[1169,] 9985 11299 12649 4510 2882 10271 10800 13132 9889 6711 12126
[1170,] 6282 12873 6653 8659 4179 7730 710 13587 4047 1350 3456
[1171,] 5869 9925 10090 10949 3459 12000 10038 8674 6238 12065 8824
[1172,] 10973 11364 12295 7142 4531 3476 12236 5094 9473 3839 3591
[1173,] 9479 8606 8932 3881 5777 12235 12351 3524 8812 12740 12969
[1174,] 5455 1818 7617 264 652 1115 1583 772 947 1290 990
[1175,] 5460 1818 3640 3028 2095 1503 1583 1294 2784 6533 437
[1176,] 6052 7106 2984 2888 4579 10239 3115 4700 3327 3714 6476
[1177,] 4914 4887 4877 13098 13432 11754 12594 10375 10178 4792 13577
[1178,] 2355 12668 4905 6120 6170 7769 6019 5113 10081 3745 4473
[1179,] 1782 9499 288 762 2436 4258 8536 7563 1422 1313 3314
[1180,] 7163 2161 9208 510 1798 5075 2301 1421 480 3726 7935
[1181,] 9209 13399 8720 13423 8417 11635 6869 13318 10907 5624 4299
[1182,] 3880 9097 682 10141 11110 12028 4716 12364 7213 10143 5504
[1183,] 5871 9970 2185 3703 1547 4963 11894 11050 10433 7104 13262
[1184,] 11437 11326 13145 11568 9034 10086 9892 9676 11596 13313 13182
[1185,] 4769 5769 9117 7951 4250 9891 10935 8895 12547 9747 8769
[1186,] 8015 10756 7718 8738 9954 13087 6718 2427 12189 10915 6455
[1187,] 7961 3544 10392 10522 12062 3489 7836 12411 10739 6673 4237
[1188,] 11798 10959 12366 10856 12718 8134 13280 13220 3131 8276 10416
[1189,] 12059 12848 12952 13037 8407 9647 12893 11131 11092 2163 5527
[1190,] 12955 11581 3208 13314 10037 9157 8724 10840 6427 11676 7693
[1191,] 7032 13030 13446 10653 7333 7510 10794 11563 9398 8857 13036
[1192,] 1467 6163 6307 7422 5279 12197 11237 3376 5108 5910 9824
[1193,] 5949 11862 12689 10219 10262 11941 10954 8950 12215 7901 13353
[1194,] 8455 6138 4513 12599 1920 10462 12674 993 1605 4175 9738
[1195,] 3550 2366 9366 9452 10073 6622 5023 4645 8798 11236 10637
[1196,] 2192 11991 5758 8065 11322 9778 10491 11584 3253 4862 12847
[1197,] 5736 3546 11761 13248 13100 9142 13315 5832 11530 13226 10977
[1198,] 7468 3386 7411 9062 6002 8517 6903 8229 7103 13125 9672
[1199,] 4203 2287 11644 6029 10457 2107 2766 13226 11323 8556 3002
[1200,] 4632 11342 10428 7666 4755 12780 9838 13281 2393 5849 10995
[1201,] 11790 6181 7023 3767 10787 5697 6165 9934 8314 10187 11738
[1202,] 4343 8743 11032 3024 7131 2181 2491 5362 7862 9726 13522
[1203,] 2292 2224 2670 3483 11968 691 3920 3082 6098 2092 11448
[1204,] 9469 3968 861 5432 9845 9956 4137 9442 8522 12156 13429
[1205,] 10971 3665 13461 5084 13112 13201 8616 13519 8423 7060 3597
[1206,] 7457 8126 5822 9379 5471 12754 7590 1431 9717 7196 9421
[1207,] 4468 8649 1000 3286 11923 11684 6429 9472 5522 6418 9015
[1208,] 6547 2466 8442 3161 7922 13506 10425 3524 5623 12375 1363
[1209,] 1687 6137 2698 9554 5205 4337 10336 5144 774 966 10554
[1210,] 10026 10770 6837 2728 3357 7384 7502 4978 13387 919 8400
[1211,] 8877 6491 1683 1883 3165 12217 11147 4613 13302 1249 6088
[1212,] 12392 11115 9444 12602 10646 12574 7318 11345 5501 11016 4799
[1213,] 4973 4216 9940 11951 11915 2929 2990 5630 11370 3409 6508
[1214,] 4461 7413 3182 5132 6182 1929 1467 5398 691 5273 2961
[1215,] 10511 3280 12421 10195 4549 6562 4267 8540 6555 1080 3003
[1216,] 5623 6676 11019 6373 6109 13246 8471 9318 9796 13170 6117
[1217,] 12512 8031 12638 8815 9523 9647 13555 8765 12364 8168 12830
[1218,] 13199 10158 5191 12764 8089 1928 10259 11268 8694 7229 7568
[1219,] 3276 10231 6113 3968 11923 13007 9811 10234 7641 10513 12591
[1220,] 8556 3110 11939 4597 10429 12926 11253 9944 10535 6092 8546
[1221,] 10449 12096 1829 4642 9688 3191 8744 7548 2537 4078 6684
[1222,] 11960 6531 2396 8410 2087 2154 9540 2920 3630 2634 6149
[1223,] 901 11752 5377 4127 6569 11842 11935 11830 6675 8250 7968
[1224,] 4151 4188 2511 637 5956 8215 3570 12139 4809 8554 11726
[1225,] 5242 7252 10953 2978 9100 6896 9324 10637 5985 10209 11806
[1226,] 4848 5731 13535 10283 10939 9355 13385 6081 12713 12131 9420
[1227,] 680 1573 2016 594 640 250 1798 1458 1399 121 276
[1228,] 8218 12667 10032 9254 9223 11308 5976 6983 10082 6962 12883
[1229,] 6408 1799 9325 9069 13152 7830 7055 1649 5991 13127 9672
[1230,] 12247 10958 8966 2776 9599 10150 9724 7492 7484 6241 6699
[1231,] 5472 8503 12355 7226 9143 9559 9464 7309 12681 8549 543
[1232,] 9718 9580 10238 10134 7918 6593 8804 5699 3421 4324 9904
[1233,] 7720 6437 3381 13367 6729 10708 12823 12556 11912 7523 7628
[1234,] 13342 4485 5368 6950 8275 13459 4296 10651 6507 8636 11438
[1235,] 843 9463 7166 7248 10809 3285 5363 6578 11980 2282 1205
[1236,] 13380 12614 7663 8633 13439 8389 12473 11491 13656 12761 6185
[1237,] 6312 4908 3770 78 2781 9949 4696 8570 4912 7874 3992
[1238,] 6545 12141 12142 4033 9893 9824 9499 2218 5625 3474 6091
[1239,] 3286 6494 6485 5922 2416 13034 8522 9062 13453 11932 8182
[1240,] 4072 1359 391 11485 11021 11648 11497 13161 11618 4599 3429
[1241,] 8454 9203 12510 12058 3662 10686 12835 7112 5539 10422 1774
[1242,] 11175 9401 4125 3703 10417 7525 8742 5256 7471 11711 7625
[1243,] 670 7809 6491 2943 2857 4042 5505 410 5686 7659 1331
[1244,] 1548 9146 3110 11294 6484 7843 7512 11198 4172 2148 1596
[1245,] 1829 6213 11388 5223 948 12148 5276 10041 12473 11185 5735
[1246,] 5074 7916 10860 8984 2629 11550 5172 11480 9445 13380 8927
[1247,] 6959 12614 11717 11481 13100 12481 5973 11482 7987 9803 10137
[1248,] 5360 10371 1755 2912 2397 976 1573 2321 12048 4420 3248
[1249,] 8468 8832 9795 11868 5177 12270 8584 978 758 5813 3435
[1250,] 12840 760 2829 3359 6632 7547 2476 7464 3596 1636 1293
[1251,] 11644 10706 6769 12303 8995 9075 12121 7725 9259 5867 11045
[1252,] 2766 8421 2403 7801 1550 11736 4377 10845 2504 13143 11679
[1253,] 10379 3079 6122 7849 11754 5384 13302 8525 4314 7214 2879
[1254,] 4125 4010 2655 9554 7875 4150 8377 5942 9220 135 11271
[1255,] 6179 8142 7390 10035 12195 6814 7747 6200 5284 6037 8929
[1256,] 11901 11546 12487 9363 5036 12982 13041 9206 9759 12300 13119
[1257,] 3868 13104 12701 5069 3846 12810 10368 7078 11831 7962 2139
[1258,] 12894 11829 6662 8646 7183 10456 13323 3968 7994 9768 5204
[1259,] 12694 10259 8131 8764 13300 3162 11904 11863 6555 10278 10366
[1260,] 1548 7134 6942 5092 7542 128 4114 4248 4206 2156 772
[1261,] 8915 8717 12466 6467 8873 13286 3405 8396 13103 6216 9867
[1262,] 12199 10706 7108 11719 8033 699 9140 10629 11245 11696 11677
[1263,] 737 6427 4621 11088 1362 8936 1367 2236 6082 12332 8832
[1264,] 13316 7445 5952 7792 4476 3426 4537 4581 641 2370 335
[1265,] 12822 4253 5992 5132 9683 3654 8286 13478 10120 3948 9624
[1266,] 9470 3968 7363 2005 4655 9956 4137 1974 11191 8068 4838
[1267,] 12522 13443 8671 2020 6233 11886 13345 12989 9935 12549 3521
[1268,] 8502 10852 7051 9632 13144 7401 11865 9878 8534 8216 5551
[1269,] 9245 3973 8294 9507 13131 5077 2831 12105 13020 4524 4776
[1270,] 699 8830 4824 13597 11632 7749 10952 2479 12636 8976 2675
[1271,] 10804 12253 5654 12100 8242 10963 10786 10456 11584 10774 11564
[1272,] 6172 11416 11496 10949 10313 11613 11812 9509 12721 4552 6936
[1273,] 12272 6230 11344 6729 12256 7350 5768 5276 10209 7380 8644
[1274,] 11721 7850 13152 4533 12874 13412 13465 6708 7992 12494 3441
[1275,] 4643 5684 11225 13009 9290 4486 9889 13299 10763 3777 5432
[1276,] 8994 7082 7720 12643 12902 13516 9625 9598 11764 2811 2789
[1277,] 4869 10710 13535 10309 2995 5723 11621 5127 10067 4756 5466
[1278,] 12147 6753 3041 9217 1081 10170 8213 9810 6981 4631 10153
[1279,] 3194 1524 607 2006 710 1178 1262 3079 4499 787 1278
[1280,] 9895 11054 13085 13215 1778 13252 11168 8447 12525 6561 10030
[1281,] 2306 400 858 866 4094 10814 716 665 924 337 632
[1282,] 824 12800 13068 12598 8911 12818 3284 12187 3544 12222 13422
[1283,] 10788 8849 13197 2763 5315 11861 13182 8773 13674 12829 13482
[1284,] 12050 10635 10406 8793 8460 5966 9930 9698 10827 5537 12135
[1285,] 7763 7297 13020 5115 6990 1868 3309 9193 11979 5979 5717
[1286,] 2548 8431 8986 1794 12289 9784 12827 10152 3595 11810 7674
[1287,] 13491 10979 4281 13313 10004 11421 9746 7250 12775 6110 10372
[1288,] 9731 4084 11390 13191 7651 8310 8360 12194 11267 12963 4564
[1289,] 784 9595 3650 2233 1722 7804 8712 783 958 1265 1372
[1290,] 10395 8476 2443 8851 4935 8588 6491 11219 5295 2365 6612
[1291,] 12039 5772 8612 13031 10105 7507 9592 13442 4057 12825 12767
[1292,] 9338 12920 4930 4625 3804 11188 6795 4294 1591 11171 6447
[1293,] 9567 10874 6110 6011 1415 4197 2741 1260 1624 2570 6779
[1294,] 11199 10887 3208 11717 13482 4923 12996 13565 11238 5155 7709
[1295,] 6655 6476 9461 8310 10048 13279 6504 9185 6626 13511 13129
[1296,] 7861 7716 3603 7387 6060 12054 11704 2384 9363 7573 7037
[1297,] 13465 9782 3945 3592 7481 12821 6824 10998 8112 11695 10257
[1298,] 2873 2955 7895 11116 12545 5691 8571 1945 13215 10867 13213
[1299,] 9478 10314 10274 3880 3725 3216 8712 2977 2034 6520 927
[1300,] 7932 5675 5654 10523 6207 13518 9267 3220 13005 7759 12436
[1301,] 5580 6660 6586 11358 2050 9789 2974 8604 6683 12357 11456
[1302,] 10505 10145 2366 4720 2724 5836 3668 98 10209 1809 4549
[1303,] 6078 610 3947 12745 11727 3409 3704 5801 2233 11621 7538
[1304,] 10313 3964 12445 6391 11712 9509 8426 11176 8240 5800 10624
[1305,] 8011 2651 7882 4011 11654 5642 2769 5795 9085 7021 1536
[1306,] 8990 6881 12623 7731 8509 5651 8950 11470 12313 11997 4235
[1307,] 5647 5216 11407 7207 5046 13210 11936 12850 8713 2254 11194
[1308,] 7438 8095 4430 147 12450 4106 5189 6845 8440 9883 5308
[1309,] 12949 6397 6979 8915 5009 11760 9175 6276 3065 2269 2235
[1310,] 3718 13267 9262 13149 9934 2039 4147 3908 5232 4862 9945
[1311,] 6655 6286 7432 5129 9805 10591 12253 7314 12271 4181 11456
[1312,] 4688 1459 11167 4490 3357 6137 12358 4888 9370 8837 9239
[1313,] 10487 7306 10690 9987 12363 5604 3188 2741 4396 2213 6568
[1314,] 1668 6844 3362 3346 4244 12317 958 2592 3605 3269 754
[1315,] 4491 1812 7580 3529 5724 11714 6624 1648 4498 7367 11960
[1316,] 2318 10572 9745 3583 7335 12268 10177 3229 12615 9963 1491
[1317,] 5216 11389 3990 4087 3858 7889 1617 2328 794 245 8501
[1318,] 7991 6719 3930 218 10283 10163 3703 8774 9407 12834 13472
[1319,] 5603 11005 7166 7248 1651 13416 6532 10868 7676 11077 2292
[1320,] 7802 12130 6999 4283 6122 13260 9547 6452 6721 12989 13525
[1321,] 4681 9697 6685 5492 3747 10273 7876 6710 8939 6820 6256
[1322,] 5656 10348 1862 7366 12430 5218 1167 2321 6816 2682 1914
[1323,] 3334 11140 621 11793 12411 2150 1070 5690 12852 843 7197
[1324,] 10274 13102 6249 1774 10579 1811 8375 6046 8232 6889 10719
[1325,] 5884 13182 10396 8586 6216 2209 13139 9690 5059 11358 2658
[1326,] 7454 1478 4210 1523 6942 6585 5559 6904 10491 5071 11016
[1327,] 8696 6650 12080 11001 8702 3179 12655 8262 6500 12288 11858
[1328,] 3996 10672 11499 9455 12608 4169 5010 5941 6301 4828 10599
[1329,] 11167 8414 7012 11645 11165 8302 13193 10850 3058 12315 11751
[1330,] 5240 7348 10773 2077 9566 7807 2638 9403 2101 4025 2209
[1331,] 7222 11890 8592 9802 6918 11183 11390 13173 6010 8800 12771
[1332,] 12920 9093 4885 9260 11465 8390 9437 9787 13044 12177 11681
[1333,] 5033 5915 10037 3219 5354 6016 13041 8037 3012 927 5476
[1334,] 10639 10979 9008 3333 6992 4757 7164 10827 11986 12255 7751
[1335,] 2058 1331 5245 9226 5256 8094 10166 7016 10930 6912 12883
[1336,] 10626 10910 4065 1256 8729 13108 6062 11328 2142 1558 1686
[1337,] 3993 9169 6449 12380 5705 10251 3272 409 3402 3342 11408
[1338,] 4383 5407 1757 11309 476 1477 6234 7428 1950 1848 2520
[1339,] 12707 7306 11369 13115 10063 7998 8121 3019 12786 10515 4651
[1340,] 4148 5459 13063 5828 9591 10557 7985 13523 3873 11753 11802
[1341,] 7696 7650 7460 10099 9862 7368 10129 2754 3084 2439 9773
[1342,] 10979 13243 13647 13537 12233 12394 8953 13004 13027 13461 13367
[1343,] 13228 12081 5959 6725 13403 6948 13283 3497 13373 9507 10371
[1344,] 9187 11450 11294 6244 9069 1619 10664 11168 7468 11706 11026
[1345,] 7372 5084 9264 3492 2049 8770 9420 1449 4171 8198 8874
[1346,] 11941 8438 8032 4124 13185 8419 7218 8298 5452 1571 7769
[1347,] 12165 7039 8839 8881 10367 11778 8094 10332 6279 10121 4427
[1348,] 6030 2237 1878 10468 4158 12560 2052 986 4866 605 12276
[1349,] 4303 8551 11006 6003 10840 2949 13073 6338 2739 3421 8155
[1350,] 6949 4655 11226 6011 8309 8312 7049 9490 3147 9817 10130
[1351,] 4778 13486 12639 7602 12154 4647 12914 12433 10058 5741 9299
[1352,] 13150 9061 11253 2885 6648 10331 12596 7762 3959 11600 4402
[1353,] 3462 11576 1833 3345 10525 10039 4924 10866 638 7463 11186
[1354,] 12234 5804 1932 4886 3379 2244 1605 7869 6206 6774 143
[1355,] 13273 13219 12188 9698 12490 12499 9990 13402 12905 12494 13707
[1356,] 11535 6826 13274 10617 12099 2759 4544 11483 7965 10605 3351
[1357,] 11044 11964 9268 3251 12608 3518 11661 10564 7414 9167 11284
[1358,] 11185 7601 10282 1173 6567 2089 3285 10823 2533 6006 8102
[1359,] 4095 6105 168 8517 6969 6435 3882 3807 1066 8776 4876
[1360,] 2922 4745 6669 8727 2887 13084 11355 9620 7355 10725 10875
[1361,] 9671 2404 5054 11854 4488 2938 7653 5536 4396 2226 5745
[1362,] 3729 2767 4862 13423 13262 10292 12922 3109 9105 9886 10947
[1363,] 1395 11215 3441 8979 3757 3674 10791 5725 6863 10803 3813
[1364,] 8407 9812 8230 8192 5415 7745 9415 3285 9250 2768 11323
[1365,] 7532 5152 9302 11013 8618 2778 10052 2680 6119 1617 10541
[1366,] 7032 3608 4727 2763 10870 9262 10001 5800 9991 7800 12134
[1367,] 10225 3776 7009 1526 3557 4555 3638 2464 5339 11651 12850
[1368,] 3896 7924 10818 13351 7403 11264 13232 12779 9235 13287 3837
[1369,] 9965 13274 6330 4968 12170 5642 2771 4840 1666 3704 4968
[1370,] 1096 652 854 7358 8982 1516 6420 6172 3612 2618 3262
[1371,] 4334 8638 3765 2248 10792 7437 5424 1284 3441 6449 8040
[1372,] 5592 5500 1487 10515 4691 9011 1014 4751 7271 7510 595
[1373,] 2148 8081 6940 8239 5931 3518 12670 8064 2425 2087 8501
[1374,] 2425 7406 732 1700 11841 5777 8737 6283 3352 2224 2337
[1375,] 11615 3683 3685 4252 4330 3865 8264 10560 13297 3298 1293
[1376,] 12156 6069 9783 9237 8482 12188 5181 6134 11798 13080 7418
[1377,] 9711 8671 10196 13141 6564 6287 7693 9142 13601 13266 13296
[1378,] 8504 9281 9889 2083 5955 11417 6425 6209 9659 7226 8527
[1379,] 7021 13441 7655 10642 8244 5905 8975 9693 9001 11386 12462
[1380,] 11629 13251 5649 12233 3437 10078 12470 7679 6011 13585 13329
[1381,] 5700 6751 3801 9597 11620 4397 9883 10415 13475 6847 8457
[1382,] 8957 8415 3150 10322 12722 8356 6054 2806 3799 2237 10346
[1383,] 8983 5663 11181 12620 7987 11049 4478 11085 10780 4648 1449
[1384,] 7346 7180 8502 4808 5755 3846 6176 7605 10498 1211 9882
[1385,] 4656 12008 6287 8045 9954 7960 5959 6885 3248 10124 8758
[1386,] 11442 2668 11141 10519 7972 5532 8926 10262 13130 12431 4242
[1387,] 12903 8086 668 7816 12823 6785 8069 11032 3961 8134 13633
[1388,] 8841 11759 5596 6424 4631 4608 10377 10148 7752 12220 11479
[1389,] 12850 9782 5825 11394 13269 12819 12075 12409 13723 11499 10089
[1390,] 12664 13378 7120 1022 10438 2313 5375 12589 6401 1086 12236
[1391,] 7491 12147 10802 2171 5075 2370 6252 1165 2022 8685 10040
[1392,] 1316 512 1353 8491 2120 1179 2515 2818 107 1924 177
[1393,] 11027 11908 4783 5746 1073 8623 4383 3264 8613 12626 13057
[1394,] 6485 7704 11593 7970 12766 708 7680 9455 10505 10511 9909
[1395,] 11859 8466 9478 7013 8837 3568 9735 11254 5422 2403 4902
[1396,] 3418 11704 6200 4297 2429 7654 8526 4608 11446 1876 3289
[1397,] 5952 1938 2284 10276 3841 10231 6355 2585 7350 1507 10313
[1398,] 10702 10188 10202 7338 6593 10921 10294 9286 7746 11839 10566
[1399,] 9028 11784 10139 2282 10987 4498 7848 9740 10319 2895 3152
[1400,] 12348 6280 10193 7055 13374 11358 1367 11756 1541 7470 7918
[1401,] 1723 9225 4129 2064 11750 2679 13552 9905 9163 2358 9490
[1402,] 6737 5260 11444 7249 1646 10010 8272 4446 7704 6347 342
[1403,] 4843 11299 12989 13692 12535 11894 10145 13354 5846 11344 5220
[1404,] 10986 8992 7801 9779 10378 11754 8599 11659 7386 12130 11684
[1405,] 2735 2819 11183 7690 7155 5573 12451 11945 12097 13228 7421
[1406,] 4672 10034 10888 1646 4300 10258 9645 7963 6232 3890 4975
[1407,] 6368 10454 13063 11003 5522 4189 3282 8191 10445 12278 11917
[1408,] 4872 2958 2313 812 1337 214 8737 2607 313 1558 4468
[1409,] 7530 9210 10667 13546 6652 13425 13099 822 2550 2545 9487
[1410,] 6316 2857 9138 7118 3436 1557 13014 5062 4942 2858 12898
[1411,] 10004 6829 9663 1454 10289 11042 902 8776 7317 5624 12123
[1412,] 11960 12131 728 7356 2395 8800 8467 4613 12496 4418 3250
[1413,] 5914 8096 3052 7131 11132 2880 7150 7962 9480 12862 2122
[1414,] 7727 3376 7400 1351 3876 12557 13566 8354 12251 7355 7846
[1415,] 5779 8770 7714 2721 10854 5550 11368 11627 11533 959 12173
[1416,] 7577 2280 11560 495 2018 6584 362 3740 10258 6182 11332
[1417,] 4221 8260 8940 9631 5487 11547 4187 1036 4285 4124 5555
[1418,] 9680 1671 3745 6934 4993 6546 8127 4713 11734 8607 4895
[1419,] 10573 1590 5042 1718 9632 8167 12816 6284 7515 3051 357
[1420,] 12863 13195 11228 8620 12537 12438 12887 12600 12557 11963 4231
[1421,] 1510 2946 3228 11217 68 9243 4236 2608 5533 7386 3628
[1422,] 6830 2673 10380 12132 8242 10961 10704 13511 11740 7786 12757
[1423,] 11227 12989 6991 12803 5652 5837 8139 821 10206 4308 10390
[1424,] 8715 8552 5982 406 1232 13264 8495 13375 12853 8677 13589
[1425,] 8485 8963 9673 13438 11057 11639 13453 11519 11689 13504 5316
[1426,] 3770 607 3434 12924 4888 4574 12186 5127 8114 4813 3147
[1427,] 13451 12543 2074 5408 4711 12238 3998 6457 1952 10583 8177
[1428,] 9833 498 5442 11343 7864 13597 1749 3832 3524 5344 7064
[1429,] 11894 11112 3531 5381 1305 9235 6564 10681 6605 3952 4869
[1430,] 559 3085 1130 1245 932 8140 3830 2112 3803 5167 2271
[1431,] 2239 13617 11493 11736 11057 9483 13213 10932 13686 13008 11830
[1432,] 4647 8772 11761 3566 5156 6891 12637 10472 10289 4776 11667
[1433,] 4183 3302 1664 2915 4115 381 2193 2071 2731 1269 1363
[1434,] 13182 8323 13228 8758 4918 8212 11528 8159 9172 3154 5545
[1435,] 4994 8926 10023 13162 7808 7230 11667 8003 8241 10040 13279
[1436,] 6988 13085 10751 8584 6344 7563 7150 8925 8531 10383 10260
[1437,] 10631 10937 9315 11264 6682 751 13040 5382 12267 7332 1710
[1438,] 2660 3302 13088 12564 5115 12212 6234 9318 9833 11930 3281
[1439,] 9698 9607 12503 6961 6128 13404 8529 10676 6723 10565 10009
[1440,] 11025 11319 12696 5052 3321 12849 3916 2500 2197 6833 5360
[1441,] 2972 7963 12690 4036 3289 4735 10285 6976 1555 6898 8279
[1442,] 2098 4036 6306 590 3379 1426 5182 1440 8425 1425 4851
[1443,] 12021 11212 12336 12132 7331 4498 8941 13440 12186 13336 10954
[1444,] 3528 7537 3641 3407 6112 13042 262 6473 924 865 11501
[1445,] 7605 525 4473 2968 2354 7822 5570 2284 4320 4350 8986
[1446,] 2547 6441 9891 5213 11814 12975 11290 7321 6619 5118 7763
[1447,] 10125 9151 9121 11731 12865 8390 10036 10972 1507 10761 11215
[1448,] 6935 13623 12148 5492 13425 10356 9015 12275 12874 12792 9176
[1449,] 1927 1127 7427 4263 762 2394 1815 2113 3564 438 6964
[1450,] 6544 7544 3296 1167 7118 12234 7405 11772 13305 12398 13587
[1451,] 9213 4278 4249 9751 6346 7150 6055 10629 5887 11032 10257
[1452,] 11905 2413 8128 9411 1090 8481 2150 2150 6593 11706 5670
[1453,] 6583 4398 3687 11040 12710 838 8303 13368 10512 11679 12620
[1454,] 3648 2079 10673 11202 7503 8132 3835 12869 7474 12312 10323
[1455,] 1712 12969 6156 2084 12987 4191 380 10667 4349 9358 8529
[1456,] 11597 3721 11329 13165 10317 10174 8239 8007 2374 8046 13208
[1457,] 7816 12803 12142 7343 9909 650 5398 3726 12513 3476 8184
[1458,] 10283 5486 5514 8072 1076 4888 9206 5570 4968 10504 77
[1459,] 9030 2870 5857 5615 8029 12780 4531 12098 5194 5868 9403
[1460,] 12506 12611 10468 7602 2173 10410 13352 5762 2091 8127 9412
[1461,] 1724 1286 7420 2388 11161 3229 1722 292 1872 12670 3096
[1462,] 8355 7067 8845 10866 9718 7163 9167 5794 10408 8163 11059
[1463,] 7509 10212 1718 3626 2327 4622 3229 9364 3447 11168 6666
[1464,] 745 4383 6374 1675 4954 10459 4933 675 1525 10331 5855
[1465,] 2136 3783 2197 1707 10358 359 4791 4840 3933 4687 5511
[1466,] 4164 7295 10637 2784 4171 1297 11001 9135 9180 12645 6555
[1467,] 13517 6256 9000 13447 8094 11949 10123 9048 2287 11062 7595
[1468,] 9400 13472 4419 6156 6805 8130 12236 11180 8492 13510 10620
[1469,] 6226 8207 6449 8474 5714 10250 4317 4098 13049 1131 13134
[1470,] 12645 4733 2272 12170 12169 3091 1608 7843 10316 11474 7368
[1471,] 6444 4544 6560 3970 3308 9978 9834 488 7543 9638 10738
[1472,] 8330 8971 11808 5719 9522 12288 6932 13683 11134 7794 4344
[1473,] 9801 13371 4656 11235 7226 12671 6500 10177 13603 2451 6063
[1474,] 10615 12967 2553 11989 6994 9344 7166 11781 10953 11073 8700
[1475,] 5544 4275 3785 12527 8845 7553 8752 7636 3526 3351 12419
[1476,] 2549 2413 1174 8289 6567 11453 8742 8309 3473 12227 9516
[1477,] 8319 10638 11277 13560 10110 11956 11689 4051 8202 7896 7308
[1478,] 4484 11568 2560 8347 13288 5445 10236 11323 2924 8383 8716
[1479,] 354 1338 12211 13030 4784 11621 13155 576 12916 9933 3405
[1480,] 10790 3015 3442 8980 10902 4790 5736 13093 7068 13321 10483
[1481,] 3120 999 631 1053 12424 6422 759 4267 7805 7583 952
[1482,] 7999 5676 9561 5478 10095 3357 4501 13286 5871 10183 12147
[1483,] 2312 652 1618 1908 7963 83 716 132 196 534 632
[1484,] 11563 3953 11468 10954 13348 3067 10036 13153 2945 8944 6797
[1485,] 4838 10752 5906 9282 8081 12648 9620 11194 1717 1016 2140
[1486,] 1083 1401 1318 1871 2411 9861 5271 5196 10711 5474 921
[1487,] 4758 2107 13584 6553 9000 7382 11192 10284 12990 9782 3405
[1488,] 6739 10281 8113 5212 13525 10933 1215 5606 5463 10291 6748
[1489,] 8218 8082 5987 12022 3892 13445 6097 11822 3792 11826 2140
[1490,] 13292 5802 6861 12221 11021 12452 10818 13326 8004 13576 6351
[1491,] 7802 7671 4548 4284 4083 11567 10405 5439 5663 10563 3250
[1492,] 10563 1232 2031 4910 6019 6589 1385 1647 6099 1213 4948
[1493,] 10066 12884 13445 8691 12442 3682 6860 5715 11755 13492 13478
[1494,] 12285 2285 4015 2325 250 1321 2741 5218 1468 5037 5741
[1495,] 2375 10697 9667 7713 5381 451 9149 13287 4314 9335 7450
[1496,] 7358 2077 6329 2262 5671 6849 450 9722 3198 13388 8095
[1497,] 13288 11254 12796 5822 13360 12525 13531 9586 11600 13593 10168
[1498,] 6959 11304 391 13051 5831 9253 12041 12650 9991 13195 13170
[1499,] 10465 8414 5536 11830 7056 3707 4744 7460 5005 12901 9039
[1500,] 8915 3446 5368 8467 4200 10579 1471 10043 10658 6205 13285
[1501,] 5476 11577 11582 3331 6005 13379 1739 7397 4441 13139 11931
[1502,] 6852 3535 2949 2721 2459 4390 2558 12433 3720 7775 7257
[1503,] 5542 1708 7609 9346 8854 12075 12324 3702 13100 9505 888
[1504,] 10245 7989 5238 246 1278 11265 1916 3965 1551 12590 11830
[1505,] 2712 620 10379 8571 7170 7936 11203 8672 775 7889 998
[1506,] 5563 8571 4192 12947 2364 1525 8820 10796 9845 6501 5036
[1507,] 11567 11249 13113 12668 10168 13053 12873 9509 12115 11340 2678
[1508,] 8716 7677 2783 11791 4720 3998 1567 12525 7847 11271 1928
[1509,] 11517 9762 12960 13033 4145 7149 6792 13285 13466 9155 4383
[1510,] 5838 2048 12323 8816 12934 6020 8259 5929 6385 2313 13256
[1511,] 3396 1090 2591 7306 11228 5449 5489 6416 7749 10435 6772
[1512,] 8491 3970 7363 3521 2781 7742 7323 5038 3203 5662 3992
[1513,] 5831 7882 3957 9724 10267 10291 13167 10332 8065 10146 5422
[1514,] 11880 5486 6509 10163 5030 3876 2405 871 9615 8627 4037
[1515,] 9340 10669 10537 3736 4356 4667 6973 7816 8253 9337 7458
[1516,] 8906 1667 2552 1858 11221 10932 10237 7388 2895 9595 8697
[1517,] 5514 2406 4029 5140 12982 8517 11011 6359 9185 7281 3019
[1518,] 12583 8902 9670 5710 12007 8450 12959 11951 9215 3657 3338
[1519,] 5073 8181 9252 9108 9926 2828 9203 2398 1684 9783 11832
[1520,] 5640 1656 4284 8385 4552 4262 10325 1678 5398 10458 4564
[1521,] 7957 12213 13122 13397 13545 6731 11946 13271 12100 9827 12450
[1522,] 6583 3388 9325 3867 10515 4192 10249 4374 7110 13262 6816
[1523,] 7852 8595 1253 1878 1475 3280 1026 1663 211 308 43
[1524,] 6478 3471 11593 5873 9816 8925 9766 9441 9605 7527 11411
[1525,] 6823 9640 10942 1393 7708 7597 9817 9240 6670 1638 6972
[1526,] 10616 10186 4273 5196 8137 13361 5324 5638 9717 11877 4698
[1527,] 7620 12986 9050 12806 7780 3224 10920 6580 5022 7502 13084
[1528,] 3051 2118 10906 1716 8888 7704 9584 8898 7446 12012 11974
[1529,] 13105 11929 13588 2099 2960 7150 10208 11167 2091 12596 10257
[1530,] 9837 6672 11019 7458 1002 9837 7410 10803 3616 6508 9141
[1531,] 7913 9482 9457 11318 9900 3016 3397 4608 8909 2682 6105
[1532,] 5747 8780 12684 2409 2636 8123 10955 7928 9083 6856 5243
[1533,] 6824 5564 5572 12606 4652 8724 5551 11349 6698 6470 2414
[1534,] 5067 8167 6221 5930 6916 6868 3726 12442 13585 2783 8980
[1535,] 3960 3910 5403 9306 10777 4538 526 8081 6676 2248 5906
[1536,] 1085 2228 1948 2205 365 12701 431 410 107 1308 1323
[1537,] 1252 4464 2825 7348 5083 2135 314 1618 1960 3467 8195
[1538,] 9619 8627 12516 4904 7679 6961 1446 13368 5314 12311 7882
[1539,] 5993 5792 13218 12905 8429 4712 4885 7048 12957 2911 1568
[1540,] 1322 1888 3636 3526 3216 5518 259 3790 4674 864 1940
[1541,] 8327 5828 5765 12252 4425 9398 13358 5781 11134 9850 12108
[1542,] 7711 4333 1842 3428 5089 5466 1042 8405 894 299 3293
[1543,] 22 422 356 6467 978 24 7525 564 164 67 137
[1544,] 7236 7924 6846 10214 12361 12249 12213 11145 5134 12998 7372
[1545,] 9434 10849 8311 7417 6815 12416 1602 6120 290 2050 1281
[1546,] 5617 12791 8159 13220 13221 7878 2459 10809 8834 2601 6124
[1547,] 3697 1956 8700 10704 11030 5906 1883 4928 9062 2896 3631
[1548,] 9367 10784 4408 11766 11294 7783 5242 12313 9511 10176 5899
[1549,] 362 4653 8778 507 4274 7485 6041 3341 9424 5822 2861
[1550,] 9069 13331 13403 13056 13437 13440 11984 12379 13663 11375 9247
[1551,] 8802 10912 6383 8254 12981 2097 6213 13253 12261 9272 9802
[1552,] 11789 10984 7131 12778 3067 699 3669 9937 12381 12232 10371
[1553,] 13166 9566 3703 11832 8867 3157 1949 5277 12389 6307 11891
[1554,] 875 2437 1246 4273 8220 1720 1533 5615 4674 3492 1846
[1555,] 7984 12215 13499 9621 8518 12396 10690 13432 13717 13477 12491
[1556,] 11890 10118 4523 10365 10522 7373 4926 11307 2897 11176 5737
[1557,] 5873 3949 9170 4868 8020 6981 11808 207 4096 7741 6916
[1558,] 9030 9973 3204 5692 10407 5773 6517 6739 6371 12201 3541
[1559,] 9772 12750 7458 2458 8687 6997 11278 10727 7742 10401 12359
[1560,] 154 8562 11671 1733 2074 2995 11770 2215 13545 5383 8159
[1561,] 2701 5642 6665 9611 6153 2458 7822 12708 10864 7779 12054
[1562,] 13033 2508 9478 11074 8868 2298 7342 8246 9355 11838 13113
[1563,] 8304 9086 672 7823 11877 13423 8094 1225 10178 10121 11043
[1564,] 13505 13535 8619 10600 661 12431 5649 12979 11547 8772 12999
[1565,] 4766 2127 7696 12181 6273 8560 12375 8825 8373 5773 11643
[1566,] 5614 2624 7570 9558 11858 11713 2468 2914 6698 7367 10770
[1567,] 12825 12155 11456 10455 7954 2193 9778 10123 8835 6496 7221
[1568,] 11858 10964 12754 4720 5950 10415 9184 840 8676 3401 6646
[1569,] 6875 1317 4729 10555 4305 1835 10205 8726 8008 4681 1065
[1570,] 3201 7098 6852 6118 4904 6673 1631 625 3301 2979 6496
[1571,] 10778 13385 13281 9615 9243 11123 3515 13263 11489 7783 7239
[1572,] 8898 7726 1410 12959 4111 6659 7739 10809 6752 12716 7216
[1573,] 8506 485 3551 1084 4964 1957 3573 4275 8645 1615 11798
[1574,] 3838 10741 11852 12238 9040 5765 11806 3222 13017 11403 13344
[1575,] 9970 13267 9160 12367 5877 4508 8962 12642 8187 13093 9660
[1576,] 3452 784 819 7367 1716 6650 1766 10797 911 98 1345
[1577,] 2359 7979 5818 13476 9985 9915 9427 4107 3211 5667 4325
[1578,] 13173 1077 1943 3857 3961 9558 1477 9111 7253 2329 5807
[1579,] 12544 13062 10469 7612 7185 8467 7915 3968 13330 4651 4413
[1580,] 11150 4206 6019 13642 9758 9134 10113 13080 7237 2371 7710
[1581,] 2815 12601 13105 8659 3234 9253 5691 12696 6888 10685 3439
[1582,] 13235 5159 6411 11221 8742 13227 7574 11789 11415 3231 11937
[1583,] 12467 9636 8496 7200 10471 11093 2894 12558 4513 12208 12892
[1584,] 4254 11143 4552 1074 6845 6573 7425 160 952 5425 3226
[1585,] 5424 1193 10249 475 2359 998 8466 3422 5668 5401 2483
[1586,] 9936 4572 13168 13236 4793 2470 10689 12445 11065 13519 13601
[1587,] 13493 2309 8397 10092 7028 9584 6886 11747 2268 9504 11263
[1588,] 7346 8996 1459 5883 11284 10196 10271 9448 10998 11592 13157
[1589,] 13154 9007 12379 2150 11874 13459 6431 10199 7522 7529 10229
[1590,] 8315 7961 12689 11121 10111 12841 11657 8946 12655 9802 13462
[1591,] 5236 9060 3018 7152 6172 5324 8622 5141 11860 10166 3634
[1592,] 2107 12669 11805 11587 7971 10419 13320 12874 13189 10636 11524
[1593,] 4368 4185 964 4200 4981 1692 4214 4716 3503 485 5979
[1594,] 4974 11457 4114 9328 10613 11106 9808 3264 5577 12203 11684
[1595,] 2379 131 861 173 2207 3097 7525 525 5253 243 1799
[1596,] 8904 5565 5470 2574 2403 10765 5099 6441 12515 5470 9120
[1597,] 4620 11767 12273 12647 12880 10154 13118 11522 11081 8872 13549
[1598,] 13022 2599 12823 9061 5528 6756 1856 8137 3871 1585 8758
[1599,] 10738 4252 11661 12930 12282 11384 11756 4568 11053 1586 5021
[1600,] 5189 3606 5148 11085 7266 2358 3685 7815 5880 8531 5431
[1601,] 2359 9841 11467 4779 3774 5222 10783 6793 13336 12535 6863
[1602,] 1874 1667 6160 4211 6577 2429 618 4624 2918 3279 563
[1603,] 11331 4151 10995 11198 12741 7261 7249 13051 10232 11816 12644
[1604,] 13488 10900 8920 7901 6672 10554 10907 7253 10235 11842 10431
[1605,] 6988 5772 10582 13433 6240 4724 9286 4976 12904 12559 8469
[1606,] 9051 13507 11114 8530 4744 8193 12857 12377 12101 5527 10081
[1607,] 7509 7440 8008 999 10533 6940 4921 13033 2537 9493 5587
[1608,] 4608 5686 6319 7938 5290 9149 10711 11663 7297 6879 762
[1609,] 9864 7588 10802 12037 11973 12330 11184 4644 2034 9683 6136
[1610,] 11242 6589 7458 12390 9106 8441 4752 7612 737 11870 11441
[1611,] 4849 12316 12339 11889 11462 12841 13378 11174 12212 12137 10930
[1612,] 4299 8495 2525 9975 4593 9999 8156 8549 7627 1744 5702
[1613,] 9270 4709 13014 3199 7257 3612 4848 8026 978 2053 6374
[1614,] 4283 1283 10929 11000 8879 3137 7673 8246 6506 6415 10738
[1615,] 3972 11335 6218 10957 10111 13324 2674 9704 12244 12825 12646
[1616,] 12358 12482 2368 12323 9141 7046 8133 12253 7262 6377 10371
[1617,] 5198 3998 822 3933 2533 5287 1383 7800 3844 7874 5825
[1618,] 8705 12204 9478 8091 10658 13462 9770 11256 11962 11012 8959
[1619,] 9959 10499 7736 6006 11576 6887 3690 4838 9388 7868 13208
[1620,] 10235 13089 12891 7665 12173 3685 5708 12623 8201 12792 8265
[1621,] 12632 13364 8321 9308 12353 9521 12274 9781 11197 3798 10595
[1622,] 9658 2436 8560 4022 7800 6113 1982 3702 3110 4240 888
[1623,] 13143 5998 2448 4717 5219 8694 3350 2311 8580 3403 9396
[1624,] 8774 6188 4136 10354 7687 8736 5315 10020 6414 12333 1137
[1625,] 895 12791 3422 3422 2080 2428 11185 166 584 3508 2576
[1626,] 13523 6266 12387 2112 12657 8698 1150 9967 9655 11226 7594
[1627,] 5016 4866 5909 7230 1100 4288 4369 1938 5487 7435 10281
[1628,] 12922 8067 4757 3686 2937 7040 7978 7725 6088 11181 2766
[1629,] 3334 10430 592 6962 6074 1115 1732 2351 364 1863 7197
[1630,] 4433 9493 875 103 797 4302 259 2119 1373 3436 934
[1631,] 693 2242 507 1951 208 2142 2227 1269 3686 540 4122
[1632,] 11235 12788 9502 2310 10629 7216 7034 6516 13285 9416 2460
[1633,] 2643 3501 1950 870 1489 6655 7381 494 579 539 4119
[1634,] 6615 7232 2382 7303 4491 8261 12260 7372 7248 4998 9618
[1635,] 2720 945 4387 4885 7493 5575 8906 11031 6238 9882 4975
[1636,] 5358 11042 4440 4839 2844 10818 10574 12178 7839 2601 6100
[1637,] 7610 12457 13026 5680 7613 11777 2594 3497 7239 8254 10405
[1638,] 11585 7090 3018 10290 5279 6526 6362 4073 10333 9240 1113
[1639,] 2173 7045 11868 7709 11511 11940 10768 13190 10840 13298 10903
[1640,] 2660 12532 7978 13215 5773 6397 13090 6475 11435 9705 12433
[1641,] 12839 12808 8480 9524 5589 530 1234 5512 4542 6006 12418
[1642,] 7122 5986 4883 7321 10773 10915 11613 6060 8115 7195 5470
[1643,] 3841 2871 668 5728 663 5586 9601 4905 12338 3867 6438
[1644,] 8502 6219 12362 6595 5968 10129 4534 11209 2572 3033 5547
[1645,] 12154 618 7873 13168 8058 10403 9247 10540 12957 6860 8339
[1646,] 2013 13487 10392 9568 3770 12472 12000 10257 12540 12758 8257
[1647,] 5577 3135 10983 3257 13187 9611 6068 11356 3835 5191 9635
[1648,] 3206 10837 6362 11048 6822 7776 10375 1363 1748 4868 5948
[1649,] 4174 9312 8966 6035 11790 1959 5945 11214 9651 3964 2343
[1650,] 12702 12090 13242 5797 13528 13238 13283 5553 11910 5241 10360
[1651,] 11206 8698 9440 1646 11956 12174 4708 6536 12389 8652 4016
[1652,] 4259 12164 4182 1550 779 1520 3235 2209 908 4419 1850
[1653,] 11048 10629 5621 4798 12767 8454 10280 10217 9226 8993 13515
[1654,] 4854 1495 684 7079 3018 12147 2293 8105 1731 10876 6294
[1655,] 7442 8173 7241 6465 6428 11649 10188 3397 10129 7932 3992
[1656,] 3643 10506 9726 11402 4847 13307 12176 6940 13564 7017 11033
[1657,] 2288 656 3437 4356 5916 7233 2113 4145 1059 4718 1285
[1658,] 12850 9783 13441 11503 9949 5963 11497 3153 12141 9933 12101
[1659,] 6117 6902 10633 12887 8068 3064 13011 8016 6038 6936 7380
[1660,] 12305 10955 10648 11568 833 6882 8963 13029 10104 3235 10371
[1661,] 11713 12649 7860 12442 13559 11616 13217 13354 10916 8819 6322
[1662,] 12742 3333 13254 7057 7833 8404 6123 9163 13057 11112 6879
[1663,] 9296 11365 6792 8825 11739 6311 12298 4987 11835 10022 11719
[1664,] 10493 4089 4015 8851 9574 6027 12108 6195 2111 2365 10398
[1665,] 4400 9482 6088 12023 7122 13506 10429 9325 5624 1258 8166
[1666,] 276 12164 4989 2912 4698 5163 6225 7527 2735 1267 7147
[1667,] 8281 9802 9670 8985 9481 12363 11956 11033 7120 13481 5162
[1668,] 4181 12145 8157 2921 621 1100 6285 3424 3703 7664 2562
[1669,] 8438 10847 10870 12584 10400 8172 2259 2605 3210 5830 6928
[1670,] 5978 6146 11478 12965 8477 12515 8229 7022 10126 10864 11859
[1671,] 7045 4651 10480 9740 9944 5959 10944 3235 10856 6809 3408
[1672,] 436 402 3524 3186 3652 673 4124 3392 2392 2028 4838
[1673,] 12333 2312 9059 2100 4918 3654 3820 9135 8141 8359 7568
[1674,] 12326 7431 4984 12328 5009 6120 5885 8484 2281 7510 10444
[1675,] 11212 7306 7041 5909 4604 4520 10538 4712 13074 6445 5684
[1676,] 1292 9615 5487 7483 283 502 6223 4642 367 2632 5137
[1677,] 4273 8751 6372 13334 2533 6607 10062 488 13259 10342 4790
[1678,] 6432 2279 5014 2841 12250 7169 9171 5294 1258 10186 11726
[1679,] 10987 13244 9688 7814 6707 11803 6929 9631 13645 11469 9282
[1680,] 13480 9306 13036 6797 4542 13459 4183 10200 9685 10515 9499
[1681,] 12564 13439 12606 13061 9024 5264 12035 10426 12181 3596 5250
[1682,] 5636 7730 4564 3462 810 4052 6679 11406 8903 6578 6117
[1683,] 7110 4607 8781 13616 11530 13105 4824 3282 10067 12101 11543
[1684,] 4988 12918 13273 8789 12594 8687 7901 12268 13391 8763 10925
[1685,] 8042 12569 13100 10549 9205 4535 8181 2443 11498 7896 10883
[1686,] 9359 11920 5099 7029 7438 4716 8321 7137 8571 5037 717
[1687,] 12919 10638 9801 6111 3862 7480 9426 9000 8476 6916 4486
[1688,] 10068 11440 4374 4881 13366 6137 10497 12459 12302 5772 6435
[1689,] 8840 12509 4247 4189 13284 2697 6063 1100 2897 8375 2963
[1690,] 12526 13424 13479 8642 9310 11409 11192 13510 13377 13005 13707
[1691,] 10258 12350 6051 11235 8069 2714 12666 8292 9593 2507 11660
[1692,] 3092 4919 4397 9280 5220 4143 10355 4694 1570 3740 3992
[1693,] 7019 8851 9642 11083 8334 12899 12991 4774 12120 3779 5436
[1694,] 10054 13236 13191 11480 6236 6013 13226 579 9976 2077 8413
[1695,] 3081 2147 6345 7150 5678 7572 7550 100 1750 4872 9891
[1696,] 1724 7637 10221 8011 8688 6961 10249 9128 12795 10407 12618
[1697,] 9895 11054 12843 5273 3216 4295 6480 6476 10717 4484 5125
[1698,] 4550 2351 4271 2548 8746 11692 5570 1682 8734 6118 341
[1699,] 1756 8612 8151 5810 12431 2337 7768 5374 5686 12412 1372
[1700,] 6040 10720 10364 11557 10857 12349 5582 8634 6004 8827 13328
[1701,] 858 1202 2802 4330 12438 10038 1224 2977 1424 2632 656
[1702,] 11703 7188 7326 9111 7526 4488 9643 6748 7419 2813 8904
[1703,] 4491 10190 8414 12007 13190 12768 7738 11378 4494 8584 13294
[1704,] 9876 1130 7429 12010 10024 616 2985 12560 2174 12291 4801
[1705,] 4725 4003 11493 10122 2566 5072 5162 12111 1190 8996 3883
[1706,] 12009 11005 9920 5239 4525 12158 11336 5524 11383 8376 6748
[1707,] 12244 11411 3527 6893 11684 7804 3178 13422 10403 10949 5891
[1708,] 2665 8407 1152 10323 9096 11081 7161 2887 3799 5162 1147
[1709,] 6856 3709 11999 7927 4149 7974 5630 3162 10124 5536 8793
[1710,] 6557 11650 1192 5807 12793 13049 3241 2079 12852 5382 3247
[1711,] 6073 11938 9698 5754 6888 4673 12126 11030 10994 12883 12833
[1712,] 10615 5179 4063 5187 3077 1978 12217 7565 10222 10493 2989
[1713,] 2411 6269 5933 490 9559 607 207 3440 2117 1541 3001
[1714,] 10143 6801 13277 3602 11568 12468 12621 1335 13465 4549 998
[1715,] 4286 9629 11589 13648 8909 6123 5921 5666 6118 5336 8034
[1716,] 1586 6160 11033 4356 4872 6002 5041 634 9278 6218 11324
[1717,] 4160 3165 3551 3103 4986 2282 588 2691 2886 4087 4718
[1718,] 10472 11634 11975 10008 10833 2832 7762 10204 9603 6460 3747
[1719,] 11615 12353 13457 12897 7438 5719 6014 9001 2859 4768 4453
[1720,] 8940 12460 5004 8257 11794 11081 13246 13394 6158 4182 8728
[1721,] 2214 239 5308 7485 2997 5274 3933 7928 6030 3631 4948
[1722,] 12636 12430 6301 13626 9460 9706 8390 4255 9488 13250 8819
[1723,] 13287 12874 13151 11503 12852 11968 6858 11606 11555 13571 10971
[1724,] 3509 9259 9083 1858 189 4265 4925 7554 2896 6315 221
[1725,] 7463 9233 7121 11465 7574 726 4564 9404 7005 8531 6590
[1726,] 9205 12301 12224 7622 4269 2880 12777 3091 1148 13403 8329
[1727,] 10811 13405 12644 3563 4245 11169 4559 9671 984 5149 12174
[1728,] 5236 10047 7366 2684 8595 6531 7146 3397 6297 5826 7906
[1729,] 1765 3147 1656 7882 1401 6823 5881 4284 453 3030 9484
[1730,] 1668 3618 12644 13048 1811 4234 5688 11127 8361 1446 2744
[1731,] 12088 3680 1053 12210 13263 11297 9245 2479 12636 10794 9289
[1732,] 2184 6902 6940 4077 6748 9506 12730 1247 2220 9128 8390
[1733,] 4346 818 2135 724 1205 4031 1583 3068 2781 2657 3331
[1734,] 6180 8146 9259 6124 12362 5060 8639 2517 2490 8211 5949
[1735,] 8531 7401 2412 3568 7595 13097 9714 9941 4233 7104 1626
[1736,] 13561 12624 9570 13056 9040 10502 12916 12441 9974 10805 6449
[1737,] 2976 8092 8845 8833 12639 10326 10107 9637 3052 5133 11059
[1738,] 9366 5924 7790 5731 4810 12898 2676 7875 3249 4822 9400
[1739,] 2816 630 2178 7610 6333 9933 2243 9586 11774 9837 1476
[1740,] 10113 11843 10371 8691 4781 9304 11977 6794 9005 4510 12468
[1741,] 10445 10877 13244 11724 13318 5375 10664 13527 10505 12629 10430
[1742,] 1357 6697 4557 2009 5112 7919 2537 807 3708 4460 2495
[1743,] 7805 6489 6088 6321 4076 8797 10436 8408 12051 11890 5063
[1744,] 2695 10329 819 7376 2434 6659 4445 2991 4670 4482 1945
[1745,] 9769 4167 7176 7913 12748 1962 2127 2317 11722 10496 796
[1746,] 8190 11865 10570 3173 7190 6013 3768 9797 11107 13001 4223
[1747,] 4587 6707 8589 9567 4751 4377 9837 11903 12875 11954 12042
[1748,] 5434 10372 6210 2178 12773 5424 696 1663 2031 1864 9170
[1749,] 7389 11733 4564 5350 1201 10813 6616 5447 1353 5439 5064
[1750,] 11786 12471 12401 3703 10490 13566 7640 11425 7475 12954 11751
[1751,] 501 10155 5101 8357 1666 13559 2443 7342 5457 10440 6782
[1752,] 1378 8998 7738 3104 661 2927 2739 4775 5744 6823 3543
[1753,] 8996 2637 7216 10941 8331 5628 5578 10918 13136 4525 10475
[1754,] 2705 5640 11123 10535 10224 9058 8912 12754 8042 5582 8241
[1755,] 2356 11449 5822 1226 8370 5317 4091 1431 11800 7060 1594
[1756,] 9356 13115 7843 8317 6669 4866 12218 9848 6095 4280 1082
[1757,] 10198 10791 11896 11141 6265 11524 5182 6139 6226 10864 5347
[1758,] 2629 10436 1003 1985 11406 504 1583 1782 9836 2657 1917
[1759,] 5473 3388 2030 9555 3106 12772 6095 2239 4876 8546 6819
[1760,] 5662 6473 4645 4265 8854 11392 2974 11848 9785 6352 11329
[1761,] 8716 9649 5463 11029 1479 2142 10428 5353 10709 8743 12018
[1762,] 5880 12256 13122 11458 9252 11870 11406 13101 9965 9799 10105
[1763,] 5184 7856 13528 13640 7361 11648 12075 13514 10312 8950 3484
[1764,] 9421 13265 2679 10481 11144 2864 12394 6150 8516 3887 8098
[1765,] 4811 5812 11887 8147 3888 1395 9274 7998 11785 11565 5192
[1766,] 7587 9400 9429 11058 11178 13496 12825 10824 9577 9416 11463
[1767,] 4668 11200 3936 10586 12142 1752 4500 12684 10891 10924 13263
[1768,] 1970 7008 10636 12752 6440 8001 11950 9093 11659 2351 11648
[1769,] 10392 6360 6002 1532 9722 8070 7636 10847 7514 8244 10360
[1770,] 7701 11007 4163 3282 3134 2866 3953 5534 1312 3183 2300
[1771,] 8965 1303 11685 13240 9921 12335 10668 12891 12989 11336 12440
[1772,] 6533 11750 8530 11854 7619 3972 2423 7292 11962 12934 11953
[1773,] 8625 7253 9902 11639 6551 12058 12566 8208 4010 10410 12227
[1774,] 6813 9511 2873 7374 498 1161 3037 2997 350 3505 4157
[1775,] 3013 8138 5772 2138 11935 8704 1636 4697 2481 3010 2122
[1776,] 7778 1221 5431 5321 7045 1448 2986 10069 3528 2274 1757
[1777,] 10207 13119 8597 11568 5199 13513 8906 11036 12189 13478 13449
[1778,] 9886 5246 3751 9445 5630 11686 11108 10900 6685 3387 7042
[1779,] 5014 3702 2974 4694 8994 673 4689 3878 4943 3653 2708
[1780,] 6839 542 13270 10524 10946 6724 12455 13611 10287 5557 12742
[1781,] 12934 9062 5282 6917 12768 7312 7243 10883 3968 9193 9894
[1782,] 2307 6775 632 1062 5781 12242 11178 3409 3612 1857 936
[1783,] 11003 2079 1596 11646 5447 13426 8096 9637 4307 4148 11061
[1784,] 11930 7309 7369 3319 5172 13487 10560 11356 13105 11133 13127
[1785,] 6401 12516 3293 1562 11986 12243 9525 9401 2735 8710 10017
[1786,] 1686 663 2124 5929 2128 424 1382 545 1202 11495 11970
[1787,] 9502 10979 7948 1459 10427 10442 8021 7261 9185 8362 12237
[1788,] 12901 13103 9688 5612 5366 13086 5630 13445 8210 8916 3362
[1789,] 1470 4036 11527 3540 1927 3056 5188 994 3298 5830 7966
[1790,] 8070 8228 6010 13301 1540 3483 9302 3432 10433 9250 12151
[1791,] 12422 5520 8406 8478 7678 10891 1726 10730 4349 2429 11944
[1792,] 8339 9023 10446 8817 6511 12879 4622 9730 3238 10110 12843
[1793,] 6444 7614 6629 11832 5771 7447 8114 10235 11284 9630 11440
[1794,] 12151 7820 9718 5037 5905 7234 10964 7007 8084 942 10971
[1795,] 6999 1037 7272 437 8023 6165 5233 8833 7421 2813 7932
[1796,] 4836 10849 9208 11328 5159 12958 289 1941 11782 9087 8907
[1797,] 5476 13279 6169 7284 12465 4757 12740 9990 6593 12647 5626
[1798,] 6338 1420 1979 11260 6742 7890 13404 7608 8762 4306 2162
[1799,] 2140 10703 1100 8261 5928 3546 9604 5150 2431 2169 3580
[1800,] 13281 13549 12913 13055 9944 12475 13453 8801 12991 13522 13709
[1801,] 11787 11543 3549 1680 7032 2935 10646 9126 10503 5360 7022
[1802,] 9205 3637 10376 11459 4148 8236 4542 3091 11557 5545 4198
[1803,] 8548 12112 8106 9768 11760 8701 10872 13458 11875 10268 9546
[1804,] 13188 8457 6987 12773 4470 1931 12138 1038 7240 4136 10368
[1805,] 6223 7168 11494 4866 1922 12203 11225 13422 6286 3711 3906
[1806,] 3721 13011 10429 6522 4755 7010 7913 9548 4683 2069 8431
[1807,] 9586 1163 3381 7905 2757 13000 7761 7578 11911 11261 4665
[1808,] 5048 11456 11392 7166 12614 11490 9814 11205 13095 9329 6488
[1809,] 1175 7572 1667 1691 2393 2955 8466 13534 10685 12983 9165
[1810,] 10480 5306 4984 11695 10787 10104 8141 2306 4993 3367 9543
[1811,] 5175 6759 11135 11456 12077 13052 8983 8627 11541 8751 2663
[1812,] 6029 5787 11335 7160 9305 4698 4870 7073 7000 13240 8495
[1813,] 2537 851 12843 1984 3186 6715 313 807 2039 836 4126
[1814,] 4725 12342 9584 6669 10105 13139 7941 13448 6281 9009 8402
[1815,] 10793 13209 13118 8654 12111 13117 12068 12731 9018 11450 13348
[1816,] 4578 12340 5643 7675 8242 12783 12469 13614 10774 13176 13602
[1817,] 10624 4202 11449 8340 11830 9702 13490 13606 11398 10479 7775
[1818,] 2751 10716 12696 3213 11053 5716 10987 5939 6859 12116 12521
[1819,] 4047 10018 8264 12055 12203 13198 10505 9876 10391 13245 5872
[1820,] 6792 4342 11013 5293 3192 666 6235 2820 5693 4447 4104
[1821,] 9926 11581 8063 9347 11481 8683 2869 12241 4419 11045 2295
[1822,] 11816 11611 10766 10852 3957 2347 5770 9415 8690 6094 6650
[1823,] 11064 2212 8310 11334 1441 5032 8658 548 2494 3703 11469
[1824,] 6615 8431 6023 12915 3939 6939 10228 1085 10609 7121 10453
[1825,] 11772 13140 13589 10855 5975 1928 9106 1606 2598 2482 11757
[1826,] 8370 1521 3661 1347 3856 2560 5028 7589 8269 5289 13145
[1827,] 8073 7812 11276 3592 5340 10375 12176 7944 5887 12627 11677
[1828,] 7964 8933 8691 10777 8518 11801 7832 10414 13698 13388 10157
[1829,] 12960 4286 12114 2280 11321 11516 4716 11244 11902 6322 8683
[1830,] 10465 6427 9458 3946 3108 7351 9160 11887 2276 4229 8086
[1831,] 12292 10877 13244 5799 10833 8940 11888 10201 8613 10509 8680
[1832,] 9940 8899 11709 11585 4746 8047 6717 3952 5742 7712 10931
[1833,] 4141 13268 11057 12855 6505 7801 4444 6904 1841 12925 7996
[1834,] 6135 11879 9643 5644 11053 3588 898 8664 12234 9772 13042
[1835,] 5916 9950 10473 10825 11744 8742 7512 11125 10413 2167 13407
[1836,] 4484 9240 7171 5213 8703 10934 12258 1649 10612 7288 2268
[1837,] 3376 7298 1131 6229 9997 10341 9303 9179 9189 7263 3751
[1838,] 9002 11967 3863 1510 8568 8128 2833 4048 12326 5682 13370
[1839,] 13316 4273 12359 10198 11158 1437 5386 4559 10573 1546 3812
[1840,] 8721 4401 4456 1675 10790 6027 6071 8146 2981 10304 4802
[1841,] 12262 9375 8463 4914 12464 12178 2366 11412 5327 6003 2460
[1842,] 6130 9082 3128 4707 7715 7151 9165 11049 3037 3220 10278
[1843,] 4398 12163 5118 2601 382 414 186 2143 97 188 959
[1844,] 11867 13371 11658 11832 10619 1608 11557 10147 13606 11096 9074
[1845,] 9289 12348 7790 10866 12373 11754 8069 10376 7192 10124 11005
[1846,] 779 8545 2477 3168 13053 2175 7604 10680 7790 5417 8183
[1847,] 8876 12152 1270 2569 4734 245 424 6459 5674 99 1846
[1848,] 3366 6700 9407 2253 12775 1644 9569 5374 2048 5441 993
[1849,] 3286 8679 7543 1130 1487 3015 788 6347 1375 8698 9994
[1850,] 11674 9039 13212 5131 3892 13645 11745 8068 11865 1504 4452
[1851,] 13040 8462 13031 8953 6718 11762 9745 2904 13542 4324 527
[1852,] 8270 9775 10608 6069 9287 3627 4847 1386 1450 10053 7417
[1853,] 8169 12384 4824 10266 10314 9769 5162 12472 13232 4552 2730
[1854,] 3099 3858 9214 8271 8556 11535 12302 5107 4164 5937 4027
[1855,] 8355 7973 9702 4958 9542 12276 2748 4838 11145 13345 8376
[1856,] 217 405 848 7982 7978 3843 743 1305 793 243 8003
[1857,] 1338 5631 11537 6470 6791 7824 3920 2284 9271 9434 8983
[1858,] 11553 13408 6659 11487 7176 12823 10759 12715 12166 12788 3409
[1859,] 12071 12607 6657 6567 13583 12850 12970 11680 13695 6634 12472
[1860,] 10687 10338 2769 4316 2831 6655 11158 2965 7899 4409 10023
[1861,] 8998 7769 12964 6494 11575 5633 2569 8684 7947 11527 3381
[1862,] 6737 4170 3395 8337 13179 5441 1515 2938 11370 3138 6782
[1863,] 11910 5273 4995 13358 10782 323 10228 4529 2107 5976 10454
[1864,] 12354 9441 5183 3649 13160 11198 11001 8226 9181 6113 10385
[1865,] 8340 10714 9646 7769 11127 11406 7509 6741 11839 12127 5431
[1866,] 6571 7691 8522 12859 5536 12063 2784 6552 11277 3300 6020
[1867,] 10830 12884 3128 7600 7283 10511 6865 9551 3792 11830 6478
[1868,] 2537 8676 1448 6380 780 3994 1738 857 7858 844 12732
[1869,] 12953 10385 13094 4917 11165 12567 9097 7242 5997 443 6874
[1870,] 6402 12803 11671 3165 13421 5213 4327 3535 9809 11938 12019
[1871,] 9578 8428 10733 10000 10618 6258 10646 7575 11247 3406 6726
[1872,] 13364 3136 4122 6169 4487 10676 5322 12216 2630 8492 9626
[1873,] 7937 9668 11120 13414 5156 12776 8896 12600 12101 11377 9189
[1874,] 13070 4395 8517 7445 9674 12975 6575 9344 4459 10372 10794
[1875,] 6164 8162 8889 2541 7811 12632 6660 6157 6581 4004 9433
[1876,] 4689 11341 9147 3799 4746 9445 7932 4850 1015 4755 3837
[1877,] 13448 3385 7420 6229 4492 1442 2171 3546 2180 8438 9806
[1878,] 12844 13460 13501 12734 12623 6843 7826 12062 12930 13482 13216
[1879,] 11520 6778 8809 11538 12586 11286 10190 4043 11587 10800 11592
[1880,] 8708 11107 9362 13140 4954 6172 8692 11764 11963 9574 11925
[1881,] 9726 11651 7975 6307 4069 7612 8495 9321 12037 12373 13587
[1882,] 2955 4841 10520 7823 11448 6065 12597 10394 9269 2490 12179
[1883,] 10685 10246 4653 7273 13526 9005 6539 6576 12016 8467 10789
[1884,] 7389 2828 629 406 2370 9847 10437 661 5600 10574 12421
[1885,] 10217 4935 4891 9924 6696 10099 7610 10395 1761 8210 8454
[1886,] 4146 9281 6051 3617 3929 12597 4161 9041 5300 9350 4519
[1887,] 9962 5043 5248 6985 9478 1784 2002 10466 7088 13485 11290
[1888,] 3729 9782 4843 12176 10260 12823 10762 12984 12202 2741 13466
[1889,] 5457 1864 8567 9166 6870 5213 5519 455 5706 876 1412
[1890,] 843 4296 4278 12004 1648 12753 9481 12254 11050 1783 10454
[1891,] 12864 13554 8655 10623 11509 11127 7908 13277 13146 4653 5357
[1892,] 7281 9109 12281 4654 12234 4946 12378 13151 12344 4708 3562
[1893,] 11675 9851 11865 11175 10330 10885 12237 9782 8475 5851 10996
[1894,] 11307 6439 12773 11979 11313 11377 13066 12868 7250 3300 7777
[1895,] 1478 12688 2329 173 2203 65 6349 3325 473 2145 199
[1896,] 842 1877 3588 10515 7918 7897 8394 3825 1330 5350 9022
[1897,] 11782 9277 6177 10847 11240 10540 7016 8202 8588 11231 8636
[1898,] 10466 7694 2891 1646 11930 4508 4708 2337 2302 4350 894
[1899,] 10038 12405 12638 9805 4405 9647 13186 10370 10410 3871 12179
[1900,] 11330 5497 3784 4407 980 13598 7695 6667 4458 5314 9015
[1901,] 11111 9412 5143 2791 9580 10907 11527 5605 1469 12244 7669
[1902,] 6397 3385 4635 11835 11794 11087 8297 1505 3871 8261 12603
[1903,] 11873 7426 2438 12301 12326 11094 13062 12164 9684 3929 9545
[1904,] 7112 1358 11332 8222 8082 9550 7136 10559 9135 1462 2140
[1905,] 4692 13605 11175 7541 2172 8280 9994 11125 8115 2880 9365
[1906,] 456 6181 2411 10185 7595 4485 363 5298 11882 6247 1136
[1907,] 5948 11107 2829 2453 6344 6087 3865 6524 9205 7399 3150
[1908,] 13236 11576 11589 8325 9106 3731 13030 10893 11025 1775 7035
[1909,] 5951 4978 9793 6100 10230 3546 13428 7120 1155 5824 3362
[1910,] 10793 5828 13398 11603 12921 10391 12888 13611 9002 12466 11588
[1911,] 11074 10051 8263 5314 5921 13202 12382 5101 9462 3844 8909
[1912,] 6949 13600 9570 7541 3774 11277 11422 6792 11504 3649 5358
[1913,] 4904 6066 3097 5082 5273 10236 3114 5184 1735 3843 4517
[1914,] 11585 12857 13134 12691 12928 9878 12923 12048 7984 12840 6344
[1915,] 7976 7781 13494 1431 8373 3417 2569 12334 5826 6713 9281
[1916,] 3594 5639 5693 751 8994 2087 5930 567 5736 2697 287
[1917,] 9798 6397 5960 4163 12282 8517 7182 727 10121 3254 3726
[1918,] 9370 2946 6062 11247 7544 12647 12822 6136 4418 731 7523
[1919,] 13129 12853 9567 13532 12896 11406 12503 13488 8376 11530 8406
[1920,] 9138 10596 8725 12209 12169 10512 3814 5760 9104 11550 11069
[1921,] 5002 2020 9138 1759 4350 3725 2941 1922 440 2056 6857
[1922,] 638 11598 6122 7873 11149 13387 12824 4526 8577 11038 9394
[1923,] 3815 1505 7513 516 67 7468 525 968 1938 6006 5908
[1924,] 3880 11358 6795 1680 4808 8618 9199 8876 8518 403 6535
[1925,] 7497 5297 7944 8702 3053 7017 3569 1579 4809 12644 7615
[1926,] 3165 2023 643 5711 10110 1539 3587 7705 8197 1350 449
[1927,] 8552 10454 10163 12833 10663 8580 4704 9097 12389 8512 8846
[1928,] 6510 9592 9321 13646 13372 9662 5288 9049 12768 9562 12929
[1929,] 5640 843 6630 6469 8183 10042 11106 7628 6163 9661 12409
[1930,] 9786 10416 10977 4193 11904 12764 11727 8296 10641 8438 6899
[1931,] 8119 972 11146 6549 5267 8559 6309 11905 11750 10646 5159
[1932,] 9265 2689 3090 4040 1583 2561 6333 1386 2347 2821 1041
[1933,] 10866 5774 11219 12182 10270 9731 13548 13656 11764 13405 13049
[1934,] 9154 10772 2230 5696 712 9666 7586 7938 9532 9482 9458
[1935,] 8282 5819 13353 2130 10378 4444 13211 11644 12322 9880 12061
[1936,] 9863 5555 6617 1406 1479 786 7430 2254 4675 10548 6164
[1937,] 3699 13430 10446 12206 10260 13522 13382 6936 10013 9207 12202
[1938,] 6808 5620 8567 5405 389 4034 5142 1294 2783 2647 3330
[1939,] 12988 5254 5160 11660 1632 4181 1675 11217 4393 9585 6579
[1940,] 6529 9384 13373 7797 12719 5110 9733 12163 9687 10287 4602
[1941,] 13105 13206 12641 11525 8407 10282 12930 7745 10043 9195 7493
[1942,] 13182 2423 8908 5599 4918 1922 3569 2865 2901 7247 9536
[1943,] 1401 11790 12928 12844 13120 3764 13531 13146 11599 12058 10971
[1944,] 12343 8296 12353 8758 10796 9571 10059 11748 7045 11676 12863
[1945,] 4719 13386 12553 10602 9206 10360 5685 13543 11489 7783 10841
[1946,] 4455 4158 1167 5116 5583 2604 618 8328 2922 1693 132
[1947,] 7435 3998 1331 3933 6429 9939 1383 12095 5954 4600 12257
[1948,] 7046 7837 7770 4958 10884 11173 5931 13329 6886 12440 6266
[1949,] 7860 13529 5458 2464 5542 5136 1522 4452 11060 2394 8888
[1950,] 8646 4543 6562 4931 3308 11678 3964 1697 11054 10330 3992
[1951,] 10430 9367 731 9890 3493 5672 4377 3646 6427 7101 6610
[1952,] 3972 7963 3770 504 1832 8463 980 5639 1070 7758 9893
[1953,] 4578 12677 6659 7676 9216 13086 10712 13614 12313 7779 13450
[1954,] 337 10352 716 3381 504 7641 424 5481 1392 1319 12727
[1955,] 9950 8761 5683 10586 12899 9107 11947 12679 13628 3672 9377
[1956,] 5183 7896 2275 4968 9386 7760 3703 3937 12204 10757 3430
[1957,] 11616 11294 6929 11934 5329 12037 6040 7076 12312 4808 12204
[1958,] 7611 10144 13023 8705 12273 11043 4197 13047 13071 10995 8644
[1959,] 5878 11854 8816 5503 9055 8282 6002 4037 5097 8972 3405
[1960,] 1321 11037 1853 2921 222 1132 11185 1692 606 5466 2499
[1961,] 3122 1009 3516 7358 2424 4298 9651 1999 3639 4377 3290
[1962,] 13048 10091 10705 11282 12319 12132 11108 13474 8763 12299 10460
[1963,] 9429 6157 4399 7408 7854 8646 12683 1976 2472 12153 12407
[1964,] 5682 10110 1828 9452 3140 1688 1005 2261 3141 8530 1704
[1965,] 11067 636 847 3803 12198 7420 743 3185 2436 1489 4818
[1966,] 12198 1581 12767 13547 12373 13635 12802 9925 11235 12695 11024
[1967,] 8223 8843 8781 7119 12847 7060 8199 3285 9118 2768 13685
[1968,] 11617 870 12337 10233 8075 1810 8229 3308 5866 8051 5340
[1969,] 12854 10665 11179 9797 9931 12427 9013 10365 12923 12121 5361
[1970,] 1508 11372 3115 6171 2729 5846 1515 6043 12251 3823 1084
[1971,] 3084 9951 12015 11895 3009 9197 12243 11174 7369 5801 9779
[1972,] 5864 4665 10411 12132 10129 8313 6875 13561 10773 12788 9210
[1973,] 8363 6167 7106 7876 1868 9662 5524 7141 9589 10244 4382
[1974,] 8223 12303 12678 11861 9054 12619 10461 12122 13511 12137 13709
[1975,] 12033 4665 12228 8989 8354 9779 5157 4903 11080 8948 10174
[1976,] 10574 10241 1128 6250 4491 3600 7171 6489 2895 4063 7788
[1977,] 2915 7937 12973 7721 5853 5609 9869 13335 12969 10833 6205
[1978,] 12668 11586 9940 2372 9595 5111 916 9376 3383 12218 1233
[1979,] 7113 5890 4371 1205 9417 10820 605 11172 13232 6667 10556
[1980,] 12342 8296 12749 3620 9110 4404 8664 6317 5403 2254 9578
[1981,] 10631 11724 13081 10406 12749 12067 13041 10894 4036 6452 12405
[1982,] 6792 10476 7513 9487 7132 13245 13503 11406 12866 9720 13586
[1983,] 10338 6098 7362 3898 9841 12746 8637 4898 12352 10031 4838
[1984,] 7908 5563 5547 8467 2527 2722 9457 6648 10265 2490 3992
[1985,] 7671 3450 10271 8015 7128 11559 3357 8148 6785 5471 6100
[1986,] 4313 11700 9101 3788 4081 2340 1696 5373 3630 10573 5142
[1987,] 5072 4764 7220 8183 5623 12407 12707 6986 6011 8789 8003
[1988,] 9385 9181 5566 12854 9550 2311 8084 5568 10509 4229 11994
[1989,] 12702 13376 9959 6660 9566 7778 10872 5550 12371 5249 12220
[1990,] 4526 8696 580 5242 6054 8504 11132 4736 4514 4345 5978
[1991,] 2819 12822 13122 12664 12063 11872 5713 13263 9888 12463 3409
[1992,] 8246 13130 5351 11336 1922 13630 11846 633 2402 4851 6913
[1993,] 5812 13030 12652 7581 8357 12083 12866 12878 10293 12434 11603
[1994,] 12077 3615 7724 4495 13120 12825 12055 3889 10893 5741 9299
[1995,] 4273 11161 7456 10099 13380 11382 4644 9144 3875 11858 11222
[1996,] 8446 10053 8215 12590 9814 8492 13014 5144 3967 4813 12657
[1997,] 13347 11556 12493 6955 9784 6942 7243 6656 11053 12347 8046
[1998,] 9342 13607 8749 6755 6643 9321 10078 9555 11676 13229 12836
[1999,] 10839 13326 11147 9672 12111 11132 6766 11466 6881 12770 5224
[,45] [,46] [,47] [,48] [,49] [,50]
[1,] 1081 3133 3480 3271 4649 7166
[2,] 11787 1784 7819 5428 13124 8627
[3,] 3281 9658 3676 4561 12015 10324
[4,] 2639 1412 4138 5061 2831 2524
[5,] 5479 1939 2331 6093 4938 4957
[6,] 3408 8178 10795 6228 8812 11734
[7,] 4031 11398 6397 4271 11231 13478
[8,] 12618 12470 2939 7540 12023 1964
[9,] 11766 11229 12428 10920 12412 5222
[10,] 7472 9565 1063 7847 5995 2502
[11,] 4594 544 10171 1131 6683 2670
[12,] 12634 4679 7797 7609 7800 10526
[13,] 4913 7551 11460 5138 6050 10983
[14,] 1153 2598 7939 59 1958 325
[15,] 8907 12269 12576 13410 12390 10941
[16,] 11575 7844 5186 8940 13252 7079
[17,] 6208 4083 5296 3424 2183 421
[18,] 4577 11134 3271 2160 300 4336
[19,] 1484 2510 6433 13487 8371 13497
[20,] 7371 4646 12384 10372 1671 6221
[21,] 3508 13462 9226 3563 3459 4465
[22,] 10243 7873 11107 9920 5999 7164
[23,] 4949 8911 3021 12418 13145 12679
[24,] 11415 3645 12855 13194 5475 4724
[25,] 11161 11956 2225 647 7515 5437
[26,] 9669 3214 2987 7564 11469 2052
[27,] 5888 11348 12750 3264 4645 12255
[28,] 8263 7481 9627 4262 7456 2951
[29,] 7980 13056 10205 12197 9203 2767
[30,] 12092 13467 2597 11230 8149 9758
[31,] 6742 6110 5021 8631 1677 5433
[32,] 8955 10149 11599 12040 11933 7453
[33,] 2966 7575 8651 10879 6167 13162
[34,] 12128 9966 13057 13499 4917 10137
[35,] 4669 10990 10044 12786 5155 11934
[36,] 8436 11089 13582 8712 11362 6228
[37,] 13385 3070 9602 3391 11151 13653
[38,] 10248 3137 5412 209 6052 12259
[39,] 1177 2313 2220 1580 12013 1980
[40,] 2992 8347 10029 4518 12464 7228
[41,] 13615 8030 10557 1831 3607 13234
[42,] 6192 6320 2724 7277 2971 6958
[43,] 12830 12412 5245 13194 11207 12597
[44,] 8955 13357 12143 13277 2350 11304
[45,] 1621 2211 5295 6285 1035 4819
[46,] 10291 684 2543 4334 8506 4026
[47,] 11811 12462 8750 12763 5336 10260
[48,] 11264 8098 7971 5466 5228 4494
[49,] 2473 10904 7200 10279 9735 3435
[50,] 2534 5381 7956 3601 1710 1915
[51,] 12193 12554 9570 9984 8320 9323
[52,] 10736 10208 7064 6232 11372 4915
[53,] 11142 6995 13300 7212 9425 7512
[54,] 13303 7028 12857 8789 12618 7759
[55,] 9357 1635 4489 6256 2293 7051
[56,] 8803 12237 12611 9766 4968 9497
[57,] 5069 4107 9383 12705 8536 3813
[58,] 7531 13567 659 12460 11447 5397
[59,] 8144 4489 10417 11896 10422 11523
[60,] 970 1689 1264 7223 1546 6689
[61,] 8442 5723 9662 2201 7838 4101
[62,] 6362 2271 7912 5037 6940 8560
[63,] 11842 109 2417 1435 3129 6589
[64,] 1008 4545 556 1896 4140 250
[65,] 10211 8086 8719 12500 10669 6200
[66,] 12938 12227 13157 8771 12970 6898
[67,] 7916 12755 12144 10354 12444 3190
[68,] 5243 4573 10670 10662 2754 7424
[69,] 10641 8347 7093 11981 5335 10232
[70,] 12189 10009 12358 11328 10227 12816
[71,] 13619 9102 1209 1288 9421 862
[72,] 5392 8044 8905 11532 6328 3431
[73,] 10942 6234 11776 12576 3521 9756
[74,] 1713 5249 6810 1297 378 2582
[75,] 3449 4930 12912 1773 2484 2290
[76,] 13541 7869 11047 5994 5616 2268
[77,] 9176 6574 8614 12674 10083 2825
[78,] 9630 9010 6842 2041 2990 8665
[79,] 13438 6046 9004 13383 12341 6924
[80,] 13181 9785 1270 13112 12984 5683
[81,] 6901 5565 8393 11803 12961 5660
[82,] 5670 13028 795 2218 1760 11954
[83,] 9301 7876 1960 7057 9348 3109
[84,] 12344 11636 7993 7343 13096 11599
[85,] 10990 2388 4549 10151 3959 11613
[86,] 9832 10336 9254 3587 8775 4497
[87,] 13535 8223 8224 8966 10333 6348
[88,] 3578 10323 1731 7588 8962 5102
[89,] 4329 12198 7889 13063 5431 11945
[90,] 9909 7763 10207 12589 12617 8847
[91,] 12379 10117 7023 5817 2889 13243
[92,] 4244 6945 6799 7422 9504 2446
[93,] 11605 6574 3448 2391 1894 9780
[94,] 8567 10535 11945 3499 11934 4362
[95,] 13277 9176 12955 10277 11316 11898
[96,] 5770 6220 5258 8763 12629 8962
[97,] 10212 12637 8726 7277 5093 10942
[98,] 12277 13497 7740 10248 10588 10501
[99,] 4661 10128 7115 1606 6676 1687
[100,] 9955 10589 8443 5868 10853 2097
[101,] 6740 12299 10119 5385 7795 5413
[102,] 10326 7995 5996 10370 6539 8383
[103,] 4401 9155 9064 4809 13433 9075
[104,] 3594 7356 9260 5440 6622 12452
[105,] 10318 2215 6561 960 1544 7034
[106,] 6386 4675 7891 8926 1354 13230
[107,] 8895 9414 2507 2055 4426 10579
[108,] 12109 12006 11013 10634 12937 2796
[109,] 4179 9982 11887 8940 8258 7468
[110,] 13120 7619 8827 12465 2148 11257
[111,] 839 5047 2375 6344 820 9209
[112,] 9242 6804 12782 6637 3198 11085
[113,] 10260 11215 4158 10684 841 8913
[114,] 12179 4267 9597 2645 4127 1570
[115,] 9554 11535 1518 7606 12009 8614
[116,] 2585 11781 5831 8308 11819 3817
[117,] 8868 7250 10775 3706 13351 4124
[118,] 10716 12324 5103 5422 11504 6479
[119,] 5625 181 291 559 9414 841
[120,] 9584 12261 10118 647 10547 7515
[121,] 8087 6069 10734 1886 9631 3692
[122,] 1594 13198 13176 9145 9417 8281
[123,] 11643 2208 10458 11994 6169 5891
[124,] 6932 7808 4313 8300 12766 5691
[125,] 5733 10990 7266 8692 2430 8693
[126,] 12259 12589 13110 6452 6351 11199
[127,] 12737 10665 5116 7707 1888 8800
[128,] 4010 1213 8646 10713 1927 11753
[129,] 12994 12783 7331 12157 13232 7915
[130,] 8759 4920 1647 8351 8652 1143
[131,] 9586 10529 8845 6388 9477 3475
[132,] 8527 5726 5632 5779 1398 8545
[133,] 7123 8835 8417 611 13086 13132
[134,] 3355 11308 3757 10319 3202 11304
[135,] 569 1416 2418 992 53 1398
[136,] 3692 1740 570 7165 8404 6024
[137,] 7950 6388 6354 11672 9107 3016
[138,] 12814 11417 4374 12599 13396 13105
[139,] 11485 10383 3327 3059 1820 5654
[140,] 9089 12856 1893 13552 845 13080
[141,] 9419 6557 13059 9573 3251 6139
[142,] 9909 11329 11015 12532 3483 3593
[143,] 9669 10334 8336 5453 10606 5497
[144,] 6671 2939 10138 2755 7645 589
[145,] 722 12074 8856 7847 7159 6304
[146,] 5494 8180 3023 11470 13330 13166
[147,] 7151 8104 12768 4334 6181 13367
[148,] 8171 4093 13396 5902 11651 9804
[149,] 10162 6671 3403 13228 4060 8157
[150,] 1236 937 2513 712 1168 2014
[151,] 12988 9369 12580 3374 5552 9137
[152,] 4219 4617 7853 3823 11060 9519
[153,] 9586 7570 4476 5180 12308 8361
[154,] 10277 3595 7566 10745 616 4969
[155,] 5779 10365 6189 7957 10133 3619
[156,] 891 2856 7286 6464 12032 11231
[157,] 1287 3798 3863 2976 12611 5542
[158,] 7095 11859 8552 5668 3713 9017
[159,] 8162 13389 8724 11411 9558 4811
[160,] 10101 8893 12301 10433 12963 6816
[161,] 3780 1733 9427 7010 13001 10135
[162,] 811 5362 8950 4543 12558 9724
[163,] 1177 1862 5696 1111 7672 6221
[164,] 3079 13277 970 11575 8828 3216
[165,] 11506 6651 8448 5903 1311 12827
[166,] 11830 5318 6821 6437 12003 11307
[167,] 7424 1009 12391 338 1442 12338
[168,] 9393 2198 10454 13633 8593 12175
[169,] 8873 3969 2493 3730 10744 947
[170,] 3669 11806 9268 10998 7698 7510
[171,] 13044 6570 1855 5681 843 5593
[172,] 1936 929 1239 662 5568 5488
[173,] 6597 4806 3911 9168 6084 3896
[174,] 9670 4265 6854 1989 1074 1385
[175,] 7619 9409 4055 2753 2267 2691
[176,] 11226 11514 7815 12467 12000 4396
[177,] 6754 10333 8241 8523 5458 13070
[178,] 4616 7336 10171 1621 7890 5489
[179,] 13363 4749 9961 11107 4679 5633
[180,] 1305 562 1721 104 988 82
[181,] 8878 10254 11639 5581 7887 13577
[182,] 7435 3088 4564 12305 6004 8559
[183,] 12344 7105 13147 12747 10783 12177
[184,] 4815 2493 11069 583 11947 3036
[185,] 2567 4762 5868 2626 5481 9331
[186,] 9625 7567 9761 7340 12801 5375
[187,] 1598 1839 5412 7172 3631 7142
[188,] 5597 832 4858 5043 986 9316
[189,] 10340 4809 11570 7830 11671 6285
[190,] 1840 5844 8007 7865 13701 9035
[191,] 11351 2024 5965 3355 12375 1107
[192,] 11330 12990 12115 11489 7863 13353
[193,] 4310 6926 9720 6067 7588 12364
[194,] 4812 10610 8428 12344 3939 11583
[195,] 7497 6311 8755 10907 2168 1920
[196,] 10258 3033 11733 7234 12752 8966
[197,] 12325 10939 7979 9834 12712 6866
[198,] 9123 7747 9397 3319 6427 6103
[199,] 3011 6728 12309 7767 2798 3080
[200,] 9151 13379 11065 5670 1257 10600
[201,] 5053 11394 3367 7071 8321 10185
[202,] 8567 9652 10588 9394 9865 9663
[203,] 4830 11179 12313 10478 12958 5557
[204,] 7371 8639 9621 9475 8873 11073
[205,] 4771 2695 9917 11113 12990 8975
[206,] 12320 8121 12516 8726 10144 7936
[207,] 3713 8461 1323 8249 7378 1439
[208,] 5541 4862 7249 6560 6568 4420
[209,] 12962 10094 9879 12934 10979 6898
[210,] 7268 2409 13390 9057 9123 8966
[211,] 11436 13032 12569 12723 11500 9136
[212,] 5012 1112 6509 9178 3932 2874
[213,] 10148 2198 4183 614 1052 13343
[214,] 4085 5203 5454 9326 6259 5905
[215,] 8066 13384 5162 11751 5629 1475
[216,] 10543 4310 4055 2791 3150 3530
[217,] 11171 7483 5586 10248 11901 12739
[218,] 8234 11303 7660 8325 12845 10279
[219,] 5918 2262 5426 9711 573 3911
[220,] 12243 11889 12404 5346 11908 7437
[221,] 8790 9373 11648 7502 6358 11287
[222,] 13639 4890 8006 10456 8241 9493
[223,] 219 8479 8406 8281 11197 12885
[224,] 2771 9219 6148 5415 5546 579
[225,] 8731 2737 12042 1690 7293 651
[226,] 8953 9208 9294 1532 6690 11305
[227,] 8854 9287 7287 2909 9897 5277
[228,] 1832 3709 5844 4810 4955 3759
[229,] 10314 1559 2051 3418 9658 417
[230,] 2165 9631 11012 1516 8845 9347
[231,] 8724 1974 6944 1540 11948 3916
[232,] 13080 5700 8698 13598 11892 11678
[233,] 7307 8911 8699 10376 13145 4088
[234,] 1625 5368 478 2659 5453 6204
[235,] 2243 1523 10999 5720 7186 2895
[236,] 10519 4663 4739 2058 5209 9701
[237,] 10245 1671 7331 12552 11559 9892
[238,] 1214 1795 3815 6482 8755 6580
[239,] 7693 8275 3021 11465 7519 3142
[240,] 2350 10882 2197 7036 8223 6315
[241,] 8897 12767 6165 6686 1768 7688
[242,] 1847 9190 3935 13014 3067 1663
[243,] 6199 10658 4333 7297 3255 6104
[244,] 10334 1229 5587 6795 897 6251
[245,] 8469 6891 5561 11745 6810 6242
[246,] 11072 8715 3592 1917 7359 13341
[247,] 13524 3642 12164 2323 2131 4156
[248,] 2993 1593 61 929 85 424
[249,] 9214 2649 8754 11517 3964 10928
[250,] 4733 8737 7429 10058 12756 3071
[251,] 10199 12915 11838 10077 12305 8095
[252,] 11829 4232 9853 12470 5420 8699
[253,] 3536 2726 9315 3832 2792 7398
[254,] 12991 8416 9469 9797 10042 7931
[255,] 1866 9325 5923 10129 11872 6923
[256,] 10452 11605 5736 11562 11212 12410
[257,] 6889 12480 1869 9791 4570 2065
[258,] 11396 11785 6119 2910 12490 2683
[259,] 6159 11438 1375 5956 2837 4967
[260,] 9109 9690 7573 12675 7332 13094
[261,] 4659 4924 6053 2719 431 6540
[262,] 11090 7295 5996 4518 6544 11079
[263,] 10515 5182 13117 8249 1527 9134
[264,] 1919 12316 3931 10101 4386 10814
[265,] 9052 10639 4282 5020 8065 12832
[266,] 5436 2338 6880 4624 10769 8752
[267,] 12232 7174 12950 11146 12211 9500
[268,] 12895 11530 13104 5546 9798 12787
[269,] 6287 4121 8755 6780 10976 4163
[270,] 10184 10580 10511 13692 6170 9392
[271,] 9723 9182 7018 4105 4891 9283
[272,] 2128 4395 8641 9148 6929 7090
[273,] 10189 4462 2077 2589 430 9145
[274,] 4132 1309 4952 11720 10252 7409
[275,] 4237 7934 710 1177 212 4323
[276,] 7468 10831 2104 11215 8243 1769
[277,] 6607 1256 8131 5532 6511 2401
[278,] 10332 222 9652 11609 5374 11083
[279,] 3089 6665 8405 9197 10458 10009
[280,] 549 11119 1159 386 1220 685
[281,] 5572 9384 1177 1623 3412 1185
[282,] 6271 5652 9691 7685 6614 8436
[283,] 12387 10976 11438 8013 9446 12962
[284,] 6282 4343 6404 8679 1669 12667
[285,] 13288 13177 8769 11546 12423 12409
[286,] 12009 5423 6196 8899 10871 5607
[287,] 9430 3260 4500 5511 10779 7330
[288,] 8679 4312 3845 2106 13382 3528
[289,] 8133 1485 2675 2389 8198 2907
[290,] 6559 2560 8945 10296 10598 8788
[291,] 8528 13128 9804 6824 902 2497
[292,] 13333 8841 5177 12559 11534 12517
[293,] 4433 11717 9905 5705 13252 8233
[294,] 848 2947 1719 1061 4433 5093
[295,] 302 4747 4783 12923 13417 4763
[296,] 10619 6068 9873 5205 11169 4728
[297,] 9432 7612 13359 4518 5374 9426
[298,] 10214 5950 13459 8623 9833 12670
[299,] 9252 5473 2086 4305 3970 12166
[300,] 830 562 1721 103 416 2186
[301,] 5810 7769 7402 8096 9210 3655
[302,] 2177 2391 4503 6283 1041 2979
[303,] 6509 13430 7772 5370 4183 9599
[304,] 4348 6452 6719 10313 8869 6562
[305,] 5641 3869 7263 6587 6588 5367
[306,] 9791 13232 5074 3860 4971 3303
[307,] 7982 10589 9334 11121 9015 13287
[308,] 2671 1311 8072 5748 233 3081
[309,] 12208 10750 8836 12269 9060 11795
[310,] 6383 8044 9211 4097 12233 12363
[311,] 8213 8831 1359 2637 13492 6122
[312,] 4450 7293 1149 3721 6546 280
[313,] 5543 12249 4856 843 139 2259
[314,] 5246 9504 12389 3893 1344 2520
[315,] 11222 6858 10580 7621 7799 5417
[316,] 5760 12777 11030 5879 6761 1475
[317,] 10177 4163 3405 1908 427 12197
[318,] 1032 12443 890 10151 1037 6125
[319,] 6983 10368 10329 6731 7010 10647
[320,] 8438 3520 9672 6648 13158 1704
[321,] 11694 6801 10827 8614 12445 11015
[322,] 7452 5702 420 1296 10009 3393
[323,] 4805 4324 5481 7273 9496 10015
[324,] 5447 277 5765 3571 665 886
[325,] 7009 2994 1871 6188 5003 12888
[326,] 6214 8928 9633 3653 11401 2390
[327,] 11449 10165 4150 8517 4105 7595
[328,] 7998 4093 7409 7963 10227 12074
[329,] 9836 11743 9244 12051 2547 11951
[330,] 7715 4850 6105 4128 9413 5280
[331,] 11552 13384 3335 7916 6749 9788
[332,] 10383 9983 1501 4991 7101 1255
[333,] 9350 4524 11831 5150 9797 9309
[334,] 12316 5904 8104 11742 7022 9971
[335,] 7549 862 8069 745 4183 3370
[336,] 8376 5211 861 11961 11291 11619
[337,] 9635 13290 2226 8554 11431 1360
[338,] 7042 13125 9506 8763 5887 4587
[339,] 5455 4285 9862 2120 12058 947
[340,] 11710 10456 1056 9733 5913 8492
[341,] 5177 4527 2543 13073 11401 9351
[342,] 8848 7130 2331 3280 13023 10210
[343,] 12922 10929 8089 11691 8134 10634
[344,] 5223 11474 7843 10506 9279 5180
[345,] 5598 5914 9101 9112 4943 399
[346,] 7300 6325 4516 9227 2178 10030
[347,] 8790 7133 1658 13037 7493 11909
[348,] 6728 7250 12975 1286 5404 857
[349,] 10403 9049 5728 9983 10878 2510
[350,] 4179 10377 6753 7847 7105 4183
[351,] 3151 8736 5318 8679 11405 7224
[352,] 8703 12965 4796 11173 13035 3760
[353,] 6030 11605 4524 6205 1052 13490
[354,] 9701 12658 13347 4948 3676 6898
[355,] 1240 5722 4770 6658 10780 6634
[356,] 11046 6659 10306 8080 4850 7171
[357,] 2986 13261 7447 9289 3954 13653
[358,] 8210 13169 4524 8275 4006 4813
[359,] 6701 1264 10805 9856 10971 10629
[360,] 3663 10208 4120 4413 9734 3315
[361,] 2793 8729 12304 1715 3611 3907
[362,] 7435 7550 11178 1224 8297 10209
[363,] 9161 12542 3467 12162 7084 7778
[364,] 1001 3210 3533 1229 921 1533
[365,] 9558 6868 3739 5560 8899 3485
[366,] 8679 4263 5789 7048 12079 4330
[367,] 1639 5000 2329 9549 12827 5022
[368,] 13267 12428 13573 6063 1945 8477
[369,] 10336 5702 8838 13489 4664 11203
[370,] 7237 9745 9394 9983 6786 9320
[371,] 10383 7945 11895 5989 11685 8520
[372,] 8093 6560 11675 4205 9759 9259
[373,] 5875 8810 1347 8952 7019 8892
[374,] 10289 5399 3299 3392 679 13341
[375,] 4585 1419 1760 1742 1019 1903
[376,] 3846 9877 11207 12335 8608 2973
[377,] 10187 1858 3614 5274 12806 12946
[378,] 8858 8155 4120 4637 4291 11966
[379,] 5700 904 3245 3496 2555 8716
[380,] 3313 8041 7798 1006 4078 11253
[381,] 6432 4620 8863 7658 8918 2578
[382,] 13088 6368 8379 7728 3772 451
[383,] 517 3757 740 7318 1741 45
[384,] 12206 12774 6685 12609 3566 11120
[385,] 6821 9258 7134 9095 3871 9527
[386,] 2114 6322 13395 3919 9041 7846
[387,] 9066 8769 10225 9648 3567 11466
[388,] 8929 12279 7152 12937 8243 9550
[389,] 3899 11491 609 2296 2051 149
[390,] 6802 2812 6132 890 999 6408
[391,] 5143 13086 10449 13520 2982 7234
[392,] 7914 5039 5058 890 3452 1886
[393,] 2630 7102 5073 4840 6113 1792
[394,] 11557 8741 13240 11199 4607 5610
[395,] 11894 2745 13456 9874 12734 10956
[396,] 9329 6893 11791 6951 10230 6823
[397,] 8411 13285 13147 12784 10541 8368
[398,] 12943 5875 12841 10604 13700 10000
[399,] 4729 3103 2610 10055 13081 12073
[400,] 13202 10450 1863 1822 4486 8245
[401,] 5593 1953 10182 340 2071 8580
[402,] 11328 12988 10822 11982 3443 12622
[403,] 11985 3935 12203 1617 6680 13576
[404,] 319 7293 1695 2640 512 11633
[405,] 8846 3686 13364 10947 7570 11267
[406,] 6125 8499 1364 2347 3512 12475
[407,] 9807 7073 10902 11798 7087 8527
[408,] 9918 12041 10330 5661 11618 5635
[409,] 12247 13147 5705 7278 11261 6445
[410,] 462 1818 4768 1266 246 2604
[411,] 4518 1968 10154 10730 2911 6416
[412,] 796 4604 3821 4653 6631 962
[413,] 11677 1606 1975 6003 351 732
[414,] 2922 9506 8555 13329 4541 7843
[415,] 9006 2407 11668 9811 12940 13617
[416,] 9165 9005 8632 7292 2234 9958
[417,] 9527 13490 11315 7533 9777 8264
[418,] 9037 5447 1983 7737 3479 7844
[419,] 6568 4666 5793 3730 8959 1415
[420,] 5381 13504 8282 7410 10631 9600
[421,] 5143 1559 1444 13517 6159 7039
[422,] 5727 6062 5069 2137 6682 8720
[423,] 9789 2746 12483 9766 13428 13197
[424,] 6976 4743 6911 10591 8183 7936
[425,] 11239 12585 7809 7360 2982 8659
[426,] 4794 4134 4392 4151 4645 13503
[427,] 11899 5935 9979 11268 9339 1029
[428,] 1826 10943 6989 6107 13552 12232
[429,] 12390 4777 9295 1191 2914 10403
[430,] 11131 5688 6493 4736 7096 3638
[431,] 9947 5081 4163 1637 8102 4530
[432,] 7171 7840 4309 10149 13092 13622
[433,] 10063 11384 10987 13129 11577 5744
[434,] 11028 1080 1440 4535 10761 11787
[435,] 7928 9779 9342 13298 13231 12483
[436,] 11782 2714 7173 10269 11327 5380
[437,] 7908 13042 10925 3584 5255 6593
[438,] 4750 12021 11029 6708 11688 6729
[439,] 9942 13528 8438 8896 10863 11380
[440,] 7393 4809 12611 3810 8315 5154
[441,] 2777 9369 3220 877 2896 6417
[442,] 10615 4724 3906 2939 6649 3148
[443,] 8076 13116 10994 8750 32 10669
[444,] 5679 2964 8313 8709 5528 1428
[445,] 12483 12497 6205 11253 5582 12473
[446,] 5772 12784 2291 8762 11598 5675
[447,] 13252 11900 2566 13612 3615 11716
[448,] 4177 4690 5632 6846 8090 11134
[449,] 5504 4960 13356 2867 6520 11090
[450,] 9818 10168 13205 6410 12504 11234
[451,] 7660 11636 11457 8185 7221 13378
[452,] 1333 7264 9101 10739 8397 10209
[453,] 11693 9197 8102 3359 7382 11438
[454,] 13624 7100 10766 3120 9448 3079
[455,] 5221 6847 5655 13572 2622 3390
[456,] 5191 11847 5549 2287 5573 9449
[457,] 10358 1905 11593 9852 10215 10365
[458,] 11467 12393 8455 6695 9168 12820
[459,] 1381 912 1758 1215 259 4331
[460,] 12936 4756 12013 4940 13050 9066
[461,] 860 11102 13350 10348 7692 7289
[462,] 11479 6569 9369 13455 10036 13315
[463,] 10269 8329 12899 4917 13266 4702
[464,] 7737 2743 4858 7197 8416 3080
[465,] 10162 3314 2631 1378 2975 8153
[466,] 536 3890 4862 9167 2101 1120
[467,] 8199 12574 9633 11587 3193 5035
[468,] 10964 3406 13239 10675 10970 12481
[469,] 10184 11346 8735 13589 10394 7275
[470,] 8994 8493 12214 12867 11544 9899
[471,] 10605 7095 7031 1796 4891 6050
[472,] 2545 4721 13625 9756 13025 2924
[473,] 6778 13042 8241 8608 12062 10570
[474,] 8820 1282 1815 3832 11677 7398
[475,] 12510 2448 7452 7764 13399 8962
[476,] 4857 11413 6522 8802 12102 11534
[477,] 8163 9478 7588 4188 1510 11438
[478,] 7008 10488 7559 6055 6921 9250
[479,] 7127 4920 9113 10886 11216 8163
[480,] 8688 7001 3821 1601 7847 962
[481,] 8994 13056 8397 8035 10923 3615
[482,] 814 2348 3841 1106 8959 2738
[483,] 1497 13490 11821 10963 6437 11711
[484,] 6158 4495 4827 13378 3060 7992
[485,] 2460 9117 2918 9124 2420 4270
[486,] 10312 13496 3583 13594 12474 11093
[487,] 8678 6513 3815 9502 13374 3545
[488,] 5854 13531 10201 8920 4571 3614
[489,] 10214 5975 8140 10885 5336 6202
[490,] 6018 13087 5466 9482 6516 7272
[491,] 7325 1981 7994 11468 3032 13356
[492,] 11921 12344 4880 11976 4391 13550
[493,] 10967 8238 13344 8190 6073 10977
[494,] 5173 5264 2757 276 5379 7238
[495,] 9910 6639 10994 13604 12948 5611
[496,] 764 5318 6162 3522 11929 2645
[497,] 3966 10568 10416 10765 13295 7878
[498,] 6994 2695 4782 2243 604 8951
[499,] 2325 10771 8767 7750 5974 13375
[500,] 13560 7791 9432 9088 9130 3948
[501,] 1541 6051 5867 3424 9564 422
[502,] 13279 11112 10129 7484 11306 13280
[503,] 8784 9356 9122 10376 1114 11090
[504,] 9803 836 5041 8222 7284 3403
[505,] 10159 5519 10275 11431 8571 12574
[506,] 302 11662 740 2317 1457 2175
[507,] 9108 10610 6354 8099 12113 2900
[508,] 10306 10523 3583 1394 8868 9409
[509,] 8609 10519 7894 7308 4208 4066
[510,] 13073 11298 579 11461 7704 9330
[511,] 8790 9256 9025 13416 13566 9191
[512,] 1836 3705 8087 5817 11704 4725
[513,] 12533 10707 13024 10467 8298 7078
[514,] 10019 1309 6911 9620 12151 8946
[515,] 2967 249 3402 2589 430 10877
[516,] 8644 746 10662 3690 748 573
[517,] 1594 2638 6510 3279 7233 9305
[518,] 3963 11890 6481 5667 12101 4678
[519,] 7876 13211 7263 8687 11445 8633
[520,] 13203 11862 7311 10441 9014 11394
[521,] 2411 8511 1540 580 5011 8559
[522,] 6390 4614 7860 5073 2036 7484
[523,] 4818 9822 10413 5019 5867 2890
[524,] 11057 13518 6982 11696 9364 12872
[525,] 6256 4529 9642 2173 13358 1193
[526,] 7187 11956 11836 12027 1538 8178
[527,] 7460 7998 8937 5134 632 4298
[528,] 7244 5461 9549 9104 4530 1129
[529,] 5598 12316 10766 4066 12287 10181
[530,] 13472 3368 5150 9859 12579 11387
[531,] 13519 13332 12491 12923 3856 12875
[532,] 3218 1801 9718 7859 2003 8564
[533,] 4677 5074 2517 1130 794 3422
[534,] 10669 3801 4955 4830 6115 2463
[535,] 183 5951 11537 4336 12390 13557
[536,] 6962 11991 13569 8119 6908 12554
[537,] 6293 6849 6642 6786 11663 6273
[538,] 12614 12913 3761 13057 8698 11916
[539,] 9405 8344 8167 13250 7454 9164
[540,] 9870 9409 7192 2059 3104 9701
[541,] 9926 9436 8396 12584 13529 7833
[542,] 13021 11865 13387 9941 12586 8969
[543,] 10397 8502 8875 11831 6879 13004
[544,] 5952 8013 7560 12157 5713 9015
[545,] 4814 6414 13319 11932 9631 3752
[546,] 9867 4775 11638 9585 13626 4399
[547,] 5950 4034 6481 13130 10200 6831
[548,] 12050 10669 6254 7794 9223 5598
[549,] 4239 3223 4774 4101 212 5322
[550,] 5202 11508 12949 8845 12221 12717
[551,] 3219 3552 13279 10000 3807 11191
[552,] 6349 9506 8555 10655 5640 6740
[553,] 8784 11792 13183 9547 6472 9346
[554,] 13052 1648 11678 7927 3501 1444
[555,] 12768 9887 9521 10004 8372 12956
[556,] 11521 7406 1869 13620 11163 13094
[557,] 10891 5895 13140 12908 12618 11396
[558,] 5012 5644 611 584 8955 4006
[559,] 2385 12560 5615 185 2635 4264
[560,] 4545 2746 9938 8995 7281 1116
[561,] 9387 10858 4512 13423 5102 10920
[562,] 11674 8056 11250 12036 12553 8436
[563,] 4818 5602 9556 9928 10281 3944
[564,] 7189 9487 1335 12736 11149 9167
[565,] 3383 2606 427 5308 5265 4515
[566,] 10246 9745 8423 9056 10066 11518
[567,] 10079 4421 12235 12715 5052 12044
[568,] 11201 9639 13101 10907 9719 3445
[569,] 11179 10903 2197 7416 8466 13027
[570,] 9153 12047 11076 2968 6990 7802
[571,] 13489 4024 2750 1935 4009 11661
[572,] 3623 6168 4150 680 7564 2626
[573,] 11235 8669 12418 8471 7770 11309
[574,] 668 4545 470 1403 4167 3875
[575,] 1460 3092 10721 13620 9192 11482
[576,] 4203 3125 11925 2390 6008 5262
[577,] 5949 11540 5349 11232 7089 3739
[578,] 8967 3934 12941 10364 4256 4078
[579,] 4260 9120 12832 7636 12487 5320
[580,] 5586 813 12177 1656 11672 8495
[581,] 11189 6260 7931 6437 10553 12769
[582,] 733 2161 4628 6798 5901 1801
[583,] 4654 3934 12966 5396 196 3492
[584,] 7979 5123 9328 10438 9020 10598
[585,] 2873 5390 9392 7246 11135 4569
[586,] 12993 249 2597 7707 9197 9775
[587,] 1051 7453 591 11079 9082 12062
[588,] 10607 8176 10006 1389 6254 13361
[589,] 10730 11138 1849 3575 8764 6579
[590,] 8441 7324 478 12510 4347 5099
[591,] 13645 11608 10486 1877 11141 13611
[592,] 10769 6688 7022 11233 13530 5648
[593,] 3712 9500 5201 5866 6909 12075
[594,] 6992 6663 6356 8043 7042 13191
[595,] 1207 1433 4026 2673 7627 1418
[596,] 4815 9696 4172 7093 5582 12478
[597,] 3863 8562 8566 12152 4584 11695
[598,] 392 706 12919 6584 10652 1674
[599,] 8494 4879 1815 194 2059 4314
[600,] 10266 13420 5286 13354 9145 11514
[601,] 6507 12950 8904 2871 3306 201
[602,] 10215 1081 2744 2654 6408 1576
[603,] 10339 10886 13193 7860 11000 11836
[604,] 2486 6487 6836 5593 7816 6474
[605,] 1170 10040 12813 6627 4319 8569
[606,] 11605 8701 13035 9895 199 8993
[607,] 7979 12505 11657 12197 9203 10618
[608,] 7561 9085 2937 5428 10718 11231
[609,] 3227 1823 5605 1241 1945 6254
[610,] 5905 7872 6467 6178 2246 715
[611,] 4229 2849 1807 7067 4780 1808
[612,] 12502 5588 5322 10465 6990 3651
[613,] 13453 12253 8087 12246 10333 4179
[614,] 10692 11011 7235 11021 1682 9656
[615,] 9640 10850 3657 1769 9504 9450
[616,] 6347 9471 4630 12611 2773 1774
[617,] 12059 2224 8003 9059 11023 11414
[618,] 10257 7504 13400 13353 10081 11519
[619,] 12279 12611 7824 10367 5357 7665
[620,] 3929 9895 10535 12819 6529 9402
[621,] 8043 1133 8363 9626 4705 6697
[622,] 1309 11819 12147 3444 4433 5945
[623,] 9935 11260 870 10001 10297 9222
[624,] 6937 13388 8406 9186 5003 12037
[625,] 5856 8851 2597 7977 10131 2091
[626,] 5233 10887 12176 9036 8347 7413
[627,] 9383 8518 12257 9277 11844 8121
[628,] 6996 12378 10393 6776 13212 11384
[629,] 11144 9928 3769 11892 8395 846
[630,] 12648 10104 12459 9841 13271 6870
[631,] 9483 6886 3701 12681 1441 7389
[632,] 5427 1447 3275 11036 10762 2750
[633,] 8971 7775 1855 13611 2568 5617
[634,] 11021 6423 11197 4510 8848 9390
[635,] 4137 4689 2903 820 2037 11844
[636,] 10914 12846 12223 10700 12942 12860
[637,] 4844 12540 12319 10481 6974 12459
[638,] 6071 2649 5507 129 4224 1709
[639,] 7995 10664 8396 8935 10853 6766
[640,] 10490 4945 3242 8713 11417 9688
[641,] 7005 8586 11058 4108 8081 10165
[642,] 12848 10213 12551 5220 5084 6987
[643,] 1221 12478 7947 3545 6644 11354
[644,] 3639 4859 11623 1004 12085 6454
[645,] 9394 5831 5493 11499 9613 11667
[646,] 5864 6390 6356 8042 6996 8820
[647,] 11976 12268 10866 12444 814 11072
[648,] 4920 12160 10433 11912 11955 10982
[649,] 4331 3072 6791 10960 12761 11298
[650,] 7067 8456 12269 5909 6821 11414
[651,] 5894 8461 12984 11856 4515 10608
[652,] 1130 6912 9818 4097 4668 3248
[653,] 3092 7900 6215 2550 5139 3817
[654,] 13044 12501 7444 9636 10051 13493
[655,] 2941 12195 9536 5162 5301 8269
[656,] 12523 11171 13618 13446 12193 11380
[657,] 12771 3992 11726 10651 8025 8945
[658,] 11506 9759 6303 8934 3676 5543
[659,] 4107 12117 5525 8702 12929 1182
[660,] 5202 12814 11284 8175 7216 11203
[661,] 11401 12744 7233 9530 12871 13053
[662,] 12174 3255 1447 9498 10739 1185
[663,] 6685 1899 12179 3884 6115 4182
[664,] 6103 8885 10242 4917 12685 8894
[665,] 10529 762 6867 4478 1085 936
[666,] 8490 12596 10671 7004 10270 11842
[667,] 7394 9565 9712 7055 6798 11110
[668,] 2416 5807 9530 2193 1622 2275
[669,] 3709 11218 6320 11803 7937 12026
[670,] 12414 10562 5244 13104 1831 13085
[671,] 13056 4021 330 12671 9255 7990
[672,] 6135 1495 591 1309 8482 10768
[673,] 1539 3154 1464 4510 6511 2426
[674,] 4229 2177 5678 4090 3760 1829
[675,] 12673 12979 13611 7876 13555 12643
[676,] 12783 10599 8448 11640 10848 13444
[677,] 5402 5305 11938 6529 4334 10443
[678,] 1710 9588 11953 349 2870 862
[679,] 9438 7016 5848 9663 7068 11150
[680,] 9662 3633 3795 3576 5458 13433
[681,] 4236 1643 1601 7144 1428 4327
[682,] 10348 7459 8837 11709 6865 4143
[683,] 9387 8517 11191 4288 11228 12210
[684,] 7914 7312 9198 7399 12412 11194
[685,] 2860 12419 5172 11888 2059 3030
[686,] 12618 8327 6074 11538 11409 9604
[687,] 7027 12394 12314 7955 11658 6652
[688,] 9805 7087 8104 11742 8431 2471
[689,] 9765 12331 12844 5204 7856 7118
[690,] 13274 4084 7739 8459 7552 11927
[691,] 11829 11977 11934 7538 11415 12776
[692,] 9006 7860 1352 11076 13237 8962
[693,] 8019 4042 3474 3806 6877 1003
[694,] 12148 2647 8739 13673 12387 10075
[695,] 3508 5069 6165 8605 13184 1393
[696,] 12411 10993 12580 2617 3441 10086
[697,] 6170 6295 6214 1316 7445 2198
[698,] 9340 3473 5425 5084 4898 3960
[699,] 13435 5849 11407 10591 13596 4734
[700,] 13212 10578 10294 11076 10027 9917
[701,] 12062 6747 8426 13205 12368 10692
[702,] 2730 9264 3267 6078 8452 5229
[703,] 12329 4753 7981 3958 13607 9969
[704,] 6695 13518 10769 11700 10251 1077
[705,] 13274 11579 2117 5381 11906 11898
[706,] 12513 7851 7444 5950 12650 6804
[707,] 12864 5644 2594 12445 10599 10945
[708,] 8175 11602 6505 9973 4776 8265
[709,] 1008 911 1722 177 135 656
[710,] 9798 1282 10182 3883 10348 6347
[711,] 1296 5041 5910 25 1748 8347
[712,] 11732 7969 12430 7859 1368 10324
[713,] 13377 13382 11691 5859 5596 5622
[714,] 3913 2179 2754 4317 6215 11648
[715,] 12998 8754 3343 7937 6909 12494
[716,] 6057 1515 4253 10781 4037 8123
[717,] 1328 13017 7190 1009 7907 12424
[718,] 11449 10165 4060 4412 9699 12744
[719,] 5713 352 6138 3704 2504 2709
[720,] 5497 6011 12890 4819 10898 3760
[721,] 8834 6020 6175 5778 7132 6375
[722,] 13646 5615 6351 12391 11269 13556
[723,] 10999 11336 10249 13187 11777 12893
[724,] 8109 9921 12331 8756 2722 13195
[725,] 8517 12883 7730 11259 5640 4141
[726,] 1008 9393 9181 3377 498 286
[727,] 8547 13568 9736 12047 5187 8656
[728,] 10149 2473 642 12705 10432 6953
[729,] 12513 8750 3423 10495 9046 455
[730,] 3002 13479 7549 3905 4521 2300
[731,] 6362 10062 12454 3196 3654 4152
[732,] 10707 2783 5087 3532 11500 9627
[733,] 8547 7932 1042 6376 13619 12367
[734,] 13453 10132 6101 13570 6079 13405
[735,] 3696 12053 12349 7058 9374 8989
[736,] 11769 7621 5554 9392 5177 10477
[737,] 1040 4842 10848 3670 5353 4094
[738,] 3032 12589 7608 9520 8796 8302
[739,] 4432 6012 13325 8887 4950 8044
[740,] 10772 6219 8368 13471 13233 10645
[741,] 5624 11708 11613 9383 13572 7535
[742,] 525 2743 4860 7179 7289 455
[743,] 4148 13142 7750 12932 3711 8483
[744,] 9249 6353 9438 7333 11829 13477
[745,] 9696 9157 10784 9842 2097 6869
[746,] 10465 4004 3650 2669 13574 12406
[747,] 11686 8495 11013 9954 2585 7930
[748,] 11644 4462 1474 10138 4008 11609
[749,] 4140 12096 11978 6086 8093 9480
[750,] 8252 8480 9629 9281 6233 10090
[751,] 3446 11030 10736 12715 7527 6912
[752,] 10541 9010 2239 8525 12522 9719
[753,] 9903 12267 10866 12443 3447 11072
[754,] 9058 11394 7364 8961 13542 10760
[755,] 11827 6923 3692 10378 12864 3492
[756,] 11002 13174 3609 13035 13315 13489
[757,] 9673 1863 5781 8702 12907 6578
[758,] 13266 9556 8852 13570 7257 6395
[759,] 1237 2366 2417 1436 301 1397
[760,] 2660 5069 1225 2690 4150 5482
[761,] 11479 10932 8082 10459 10105 2779
[762,] 1934 6202 4155 283 3352 1415
[763,] 10595 3705 12033 11688 11693 10994
[764,] 9262 2178 5475 5280 9666 5922
[765,] 5667 5971 3268 6463 4386 5229
[766,] 3014 8499 13569 9081 7965 12474
[767,] 4401 10932 8082 4672 10144 11407
[768,] 10969 13419 3595 4198 13299 2977
[769,] 4895 4324 1984 12308 4623 12125
[770,] 7294 4508 10489 12698 9629 6933
[771,] 12647 10931 13506 13162 8179 7766
[772,] 11446 6126 10952 5148 9426 9554
[773,] 8424 13552 2742 9472 13346 7237
[774,] 11149 7473 2876 7399 3982 7465
[775,] 7309 5559 2076 13627 9567 10889
[776,] 252 5780 5512 3703 8959 4107
[777,] 7932 10600 7437 13309 11508 5947
[778,] 9325 10485 7616 3988 3613 6038
[779,] 11362 9362 10014 11984 11231 13171
[780,] 3154 4535 13073 10378 4282 9407
[781,] 11677 5565 8616 6723 9316 5720
[782,] 3931 4081 329 611 5019 13132
[783,] 386 5194 9595 13632 7423 12939
[784,] 4211 6886 10594 6820 2633 3251
[785,] 7507 4111 4693 8513 4075 4338
[786,] 11269 5361 6867 2052 7609 11987
[787,] 13044 13421 7444 11085 11559 8989
[788,] 7984 8761 4204 12607 2597 6696
[789,] 9276 7652 4500 12037 2439 2407
[790,] 2986 7428 7668 6215 13077 12570
[791,] 1865 9228 6926 3027 7269 5785
[792,] 11949 9224 9192 7908 11761 4163
[793,] 11289 12233 5930 3858 12260 3781
[794,] 2737 2820 7006 1591 10628 10215
[795,] 13168 2746 6991 5113 8425 12246
[796,] 7908 6198 4057 7520 13209 9713
[797,] 5372 1026 2897 8554 6536 5430
[798,] 8019 7729 12232 13329 9028 5626
[799,] 1281 2001 11488 5135 8407 11725
[800,] 12695 5039 11539 2939 810 12292
[801,] 12204 11608 11261 12501 11405 10272
[802,] 3411 2737 6969 3851 8418 4727
[803,] 12583 9979 2104 6928 10188 1769
[804,] 3437 2825 12853 12584 12627 1489
[805,] 4546 4791 1800 8235 8446 2583
[806,] 5310 11483 4651 9931 6138 8459
[807,] 7893 7266 12616 8445 11862 7532
[808,] 3871 3046 11779 9056 6865 7965
[809,] 6368 6967 13126 9105 1423 2510
[810,] 8506 2244 6684 4115 913 7489
[811,] 11328 7105 12561 7349 9570 10896
[812,] 13036 6595 7413 8783 3483 5617
[813,] 9333 6544 12272 13354 6900 6835
[814,] 10356 12141 11580 4903 9278 10391
[815,] 118 2198 894 12383 10513 10049
[816,] 142 2732 6980 2366 4858 1772
[817,] 9464 10458 5621 11327 13016 7427
[818,] 4164 6334 2821 1727 8335 6323
[819,] 10603 1971 7015 2438 2091 7164
[820,] 8931 3788 12545 874 3820 6068
[821,] 10010 5596 11812 11912 12372 7128
[822,] 10002 9834 11806 5934 12659 4708
[823,] 7758 13038 5962 13502 3886 1644
[824,] 10651 8232 6928 10541 13690 9965
[825,] 8418 3144 8651 2816 4244 7242
[826,] 3832 2472 6447 6735 8113 2815
[827,] 10082 6801 8731 2857 9773 6112
[828,] 8776 2075 7040 9167 11732 6054
[829,] 11195 8662 11337 8641 12018 10437
[830,] 3840 8470 12688 11821 12589 4569
[831,] 11584 3169 1450 7528 9766 449
[832,] 8283 5652 8744 7695 508 8436
[833,] 13129 12227 13598 12188 6989 9995
[834,] 4300 2215 1540 9447 13079 9641
[835,] 9956 6535 1856 12543 3553 1446
[836,] 838 12760 1158 7387 2514 8204
[837,] 8730 7090 8035 8875 13444 9073
[838,] 4530 4896 10111 5920 6115 8569
[839,] 12506 11413 6448 8044 10148 9898
[840,] 2602 10317 10879 1403 821 2243
[841,] 842 1425 3980 7587 9922 9427
[842,] 11499 12786 11407 11707 4707 6644
[843,] 12401 11142 7192 3584 8984 4466
[844,] 9950 12012 10982 12136 1883 5551
[845,] 8919 11139 1258 6473 11940 6639
[846,] 10912 5429 8583 9900 10023 5590
[847,] 5837 9493 12228 2959 3493 10683
[848,] 1659 12072 4562 12270 2619 11796
[849,] 4482 7134 1703 4329 2215 3859
[850,] 3556 1280 1815 5846 8446 6347
[851,] 8250 5844 4819 4285 12344 7027
[852,] 9202 11422 11081 4237 6198 1493
[853,] 6691 11799 5104 11354 10311 9566
[854,] 6687 297 1834 3951 2916 6277
[855,] 12348 12990 13186 11976 5498 13163
[856,] 12337 8121 13339 11891 4902 12238
[857,] 7631 4259 6895 7519 4127 12442
[858,] 688 13480 1386 10 7217 7140
[859,] 6048 8879 2080 6306 9575 13365
[860,] 3695 8456 13481 11745 9986 7787
[861,] 12416 11917 13587 3899 12093 8860
[862,] 2448 8326 5013 10232 8703 13430
[863,] 10419 6863 8889 9559 11441 8590
[864,] 13539 8855 7013 7766 10120 7843
[865,] 4351 12358 477 2576 8762 937
[866,] 817 762 6867 1469 5265 4475
[867,] 10323 4536 11216 6636 11364 1193
[868,] 10826 8819 9354 5714 8203 11495
[869,] 8175 6573 5387 4041 1912 6824
[870,] 4789 12017 5228 4715 12634 3653
[871,] 3464 10274 11538 7358 5548 9164
[872,] 8418 4529 12365 10989 13494 11067
[873,] 8037 7820 7334 12908 13013 12010
[874,] 9288 725 2800 7384 278 5935
[875,] 7962 13396 10987 13129 11577 8233
[876,] 666 2127 2384 2190 4346 4106
[877,] 525 1317 1140 8212 2104 3960
[878,] 5883 9578 7547 5078 8372 9222
[879,] 4829 9439 13029 13445 10091 2777
[880,] 3760 10623 540 11659 10093 2779
[881,] 12877 11495 4595 13179 5758 13234
[882,] 9562 10895 7894 5410 11913 12769
[883,] 13543 8757 5236 11712 10800 1442
[884,] 5952 7396 10374 12251 11653 9002
[885,] 5799 10632 13309 13644 13231 10743
[886,] 9111 10487 11158 6162 11063 10987
[887,] 11198 12475 3678 10225 12421 6444
[888,] 8080 6695 8592 5892 3584 11556
[889,] 13215 7788 7437 7966 8325 3911
[890,] 1949 8391 814 2005 6422 8788
[891,] 433 684 355 6642 3253 10233
[892,] 4210 4618 9711 6078 7137 8564
[893,] 7415 1904 10911 5758 11677 13235
[894,] 3804 7744 859 103 10066 12520
[895,] 12385 4810 8218 7852 5974 13013
[896,] 7454 9984 2151 5884 5701 5139
[897,] 11350 11017 8989 7885 12182 13584
[898,] 8414 9011 7699 9352 5265 12982
[899,] 12021 11863 5245 10629 9002 2847
[900,] 12966 10101 12014 12248 7001 7764
[901,] 3126 10800 11216 2648 6380 9201
[902,] 3467 12210 7995 3939 9436 4733
[903,] 13558 13415 12223 11204 10844 12530
[904,] 1153 1554 4153 339 4926 846
[905,] 9848 13009 8252 10946 2480 10491
[906,] 9735 9170 12095 4567 12445 3139
[907,] 7733 13351 4832 3357 8634 5923
[908,] 10310 6793 8754 4340 5383 5082
[909,] 10168 7413 5459 12418 13650 12931
[910,] 12765 8435 13241 8761 8134 7763
[911,] 6593 830 8072 10498 233 2300
[912,] 10790 5495 1870 8763 12627 10735
[913,] 11596 4393 13621 13109 9049 13319
[914,] 7055 8862 11100 12550 13220 12551
[915,] 8051 8491 1262 10671 834 11502
[916,] 2565 7118 12547 6240 1060 6171
[917,] 4284 3547 12425 2132 5422 1944
[918,] 11441 7238 6181 8515 3096 11291
[919,] 10171 8880 9438 12373 12346 13471
[920,] 1930 7298 10174 10986 2555 5404
[921,] 10027 12511 13252 13109 10890 4576
[922,] 12320 9157 13449 4920 13052 4764
[923,] 6362 10005 11317 9979 9154 10407
[924,] 12829 3407 3592 2598 9566 13343
[925,] 1025 4164 1483 4317 5127 5070
[926,] 9016 9500 12708 8944 10251 12076
[927,] 13642 2695 11391 12181 12977 8949
[928,] 12481 6628 5162 6771 12172 11491
[929,] 5219 10787 77 7831 9389 6285
[930,] 9635 11797 4121 8713 12002 9688
[931,] 5468 12968 9909 11107 8197 8221
[932,] 11049 9570 7617 8140 6918 2886
[933,] 9110 6298 3483 8262 8484 8966
[934,] 7510 9917 1550 9443 13336 10421
[935,] 3560 3964 2507 3047 658 3409
[936,] 11192 6038 7273 8403 10570 7570
[937,] 13059 11908 12274 10447 12963 8825
[938,] 11144 10747 10601 10506 8235 7401
[939,] 5529 4889 11567 3813 4765 9495
[940,] 7214 1747 9526 13647 6023 6050
[941,] 8942 1277 6053 12053 1010 11281
[942,] 2206 4797 9961 4702 9344 4969
[943,] 3353 12952 4588 12505 9913 4401
[944,] 10436 10277 10947 10325 12484 6553
[945,] 7834 11146 8242 2070 325 11366
[946,] 12936 495 10728 8011 7276 9067
[947,] 9946 6020 3851 8720 12965 1446
[948,] 12394 8231 6175 3888 3800 6375
[949,] 7586 5715 10667 2862 12874 5406
[950,] 11893 12657 13152 8766 13003 13494
[951,] 1341 1419 1760 534 259 339
[952,] 2521 1644 5759 3458 9943 5471
[953,] 7055 6234 12277 11089 8043 12125
[954,] 4902 9581 9572 10038 3844 10978
[955,] 9815 7070 10929 8423 11417 10432
[956,] 4969 2163 10255 10779 9467 11577
[957,] 2252 142 12758 1282 4530 11730
[958,] 13193 2401 8530 9618 5683 4582
[959,] 10264 6925 3532 11384 9508 4696
[960,] 9171 3563 12327 9935 6823 5578
[961,] 12650 3655 13445 11744 10148 6855
[962,] 10669 2765 4953 2275 7190 6273
[963,] 9212 12444 1335 12380 2186 9153
[964,] 13318 9236 12028 12926 8425 10361
[965,] 3827 8707 12700 6908 9107 9932
[966,] 12107 10400 13005 12650 4489 8896
[967,] 1003 4270 4489 2548 10594 4858
[968,] 3535 3741 10966 4830 2916 6346
[969,] 11341 6004 13308 11793 13557 13326
[970,] 3364 4603 2976 8704 13376 6592
[971,] 11000 9614 10314 11990 8674 8157
[972,] 2671 1941 1123 7786 234 3085
[973,] 12746 9805 7340 13447 12949 2081
[974,] 2464 4237 2937 6463 2418 4394
[975,] 4876 11333 3479 9911 11508 10681
[976,] 11321 5910 12063 2316 10344 11574
[977,] 7085 5711 7564 9171 3847 9246
[978,] 6389 4618 3755 3836 372 6376
[979,] 1416 8191 3091 6649 1801 3193
[980,] 6214 9594 7377 11961 6501 10229
[981,] 8742 4867 10839 5247 3381 6981
[982,] 5906 7713 6463 10688 5582 10688
[983,] 12586 11538 2818 4991 1956 13002
[984,] 4544 6085 2366 4677 8334 4968
[985,] 4663 13522 12585 1900 3429 10285
[986,] 745 12438 3728 1816 894 6406
[987,] 10831 11367 13385 12270 11510 4642
[988,] 13529 12654 11416 13661 8202 9995
[989,] 6937 9739 10252 11390 3939 12833
[990,] 9223 12847 3299 1917 2973 13465
[991,] 10716 11793 8253 7454 4405 12791
[992,] 2645 2093 1813 8610 3406 4473
[993,] 8238 5553 4300 7333 9589 13595
[994,] 8460 10883 6805 6836 3714 11168
[995,] 10098 2262 11775 5848 362 3016
[996,] 2838 12514 8401 7977 8187 6788
[997,] 7862 2938 1813 13431 6348 10410
[998,] 12666 13190 12020 8009 13672 6894
[999,] 13300 13440 9875 11743 10124 12132
[1000,] 10627 12699 4818 11981 6724 11599
[1001,] 12466 13470 4192 8789 11590 5546
[1002,] 7979 10349 2546 12197 199 5543
[1003,] 3804 12006 6448 9024 10836 6686
[1004,] 7832 9313 4015 1004 4381 2504
[1005,] 4328 12939 6690 7444 11314 13040
[1006,] 10912 13098 6572 5183 7330 12887
[1007,] 1365 3813 9192 4906 6115 4182
[1008,] 12561 10436 4298 10178 5094 13162
[1009,] 5023 10057 10445 5956 6926 2315
[1010,] 12324 13544 13506 8854 12731 9977
[1011,] 10709 11775 522 3535 2479 12766
[1012,] 7703 12282 12848 7291 6267 3794
[1013,] 12016 2510 12063 6102 4882 5964
[1014,] 9927 13421 7437 13310 2576 5626
[1015,] 2575 2756 8109 7154 6047 11004
[1016,] 1677 7470 2158 11198 4625 13229
[1017,] 2794 3992 8601 11311 10863 3713
[1018,] 9116 6341 12073 4254 6207 5700
[1019,] 4462 2765 1815 6797 9336 7381
[1020,] 1285 7233 2322 765 2489 1669
[1021,] 9266 6793 11874 13409 13465 8194
[1022,] 4650 7124 182 4101 6588 5220
[1023,] 4450 3927 2358 3645 6546 11089
[1024,] 6191 5561 2076 2579 13104 8078
[1025,] 12396 2872 5034 9591 8884 13576
[1026,] 3176 6239 6654 5055 4802 12345
[1027,] 11706 8644 11197 9574 9851 7278
[1028,] 9263 7920 13497 2892 8790 4113
[1029,] 9947 9443 11075 12861 12595 8815
[1030,] 11485 8443 8382 7737 12959 5629
[1031,] 3498 3971 186 4557 11489 4334
[1032,] 818 463 6872 5619 2467 11336
[1033,] 9471 1905 10091 7841 11001 11838
[1034,] 9251 5557 1932 4261 12348 10010
[1035,] 3856 1160 8190 6613 5307 1718
[1036,] 12592 6931 11341 5143 6940 9480
[1037,] 12979 8158 4955 3885 9266 4163
[1038,] 5055 10640 1888 6949 4827 12065
[1039,] 2553 1925 9062 12187 11629 5759
[1040,] 7464 9061 13500 9118 4873 9558
[1041,] 4328 13166 11364 13061 11798 11931
[1042,] 3326 1518 9765 8482 10570 5375
[1043,] 5930 5531 12274 10407 8102 6729
[1044,] 6401 9978 12170 5036 9298 10384
[1045,] 5454 7000 7970 2206 12920 2736
[1046,] 8362 8715 5296 2533 10366 10017
[1047,] 9170 4399 8632 5023 8082 10141
[1048,] 10571 11630 9909 9820 13267 4734
[1049,] 5140 5831 11854 3331 5043 13367
[1050,] 1207 4301 3005 4369 2288 4453
[1051,] 3466 10309 12147 4275 2293 1069
[1052,] 5100 4426 1969 10114 2228 3822
[1053,] 12958 9357 3939 3358 11960 5050
[1054,] 548 7059 11538 10142 10441 137
[1055,] 1620 6712 6611 12425 7410 7005
[1056,] 9006 7502 13304 7986 11615 9773
[1057,] 1487 12850 2675 9791 6853 13451
[1058,] 9436 9923 11877 1667 1872 6251
[1059,] 6629 11796 12919 10129 13485 8439
[1060,] 1501 11200 13248 6188 8531 7877
[1061,] 13219 13293 11015 7730 1823 4543
[1062,] 7431 9482 2889 11831 4761 12350
[1063,] 12999 10619 5219 13095 6947 965
[1064,] 13169 3737 7235 13573 12698 2575
[1065,] 1277 10927 3051 7147 9431 10954
[1066,] 11826 7285 3195 8560 13500 909
[1067,] 1672 1213 2210 9877 8356 5169
[1068,] 5150 9866 9692 12819 13151 12296
[1069,] 10602 5953 6967 3345 105 3779
[1070,] 12514 8495 11743 12236 9024 7930
[1071,] 11507 10349 5145 13537 11537 5543
[1072,] 12413 11373 9330 13618 12970 8810
[1073,] 7481 13149 8769 7084 7317 13397
[1074,] 814 3279 4768 8583 7840 5538
[1075,] 5357 2199 8793 10251 9519 8669
[1076,] 9974 11387 7364 10601 11687 12808
[1077,] 6669 2093 1177 2656 5533 1389
[1078,] 6927 7861 4803 8810 11595 6727
[1079,] 7966 12514 4164 8046 10924 5608
[1080,] 3282 11309 9725 3461 6579 11118
[1081,] 9299 6653 8488 9721 11686 7803
[1082,] 6214 13495 10450 11970 5324 12670
[1083,] 8160 13563 9515 10760 13067 3926
[1084,] 4108 12206 5525 10396 1706 768
[1085,] 9986 8841 5173 9691 10899 1003
[1086,] 7790 5012 10931 13054 4090 13275
[1087,] 7622 1817 10139 5458 10747 11982
[1088,] 9854 2945 3122 7390 3324 7328
[1089,] 2112 13301 9531 10433 9074 12543
[1090,] 8790 5984 10971 4374 11922 8671
[1091,] 150 13128 1098 576 623 343
[1092,] 6568 3272 509 3730 12922 964
[1093,] 8975 7361 9469 3909 1831 8814
[1094,] 5625 11065 10104 7050 8347 2471
[1095,] 13228 9456 12226 6922 6898 7774
[1096,] 11339 3809 7026 9851 10928 8844
[1097,] 2967 3103 6397 10137 9599 11609
[1098,] 12210 11871 1497 12269 5664 8448
[1099,] 13174 13056 10232 8729 10136 12014
[1100,] 11222 12592 2835 1007 9724 13044
[1101,] 12749 9762 9328 13542 10126 2781
[1102,] 6208 12448 8504 12997 10517 8336
[1103,] 7513 4229 11938 10939 9520 12409
[1104,] 7092 8579 4353 540 4904 4875
[1105,] 6560 7983 5768 10295 13204 10584
[1106,] 9329 6907 11791 8129 4625 6823
[1107,] 9627 4231 10676 10291 12514 10527
[1108,] 12580 13366 12567 10892 9658 8187
[1109,] 1521 4527 4525 12487 8847 6159
[1110,] 13370 7823 12671 11765 9986 9813
[1111,] 4592 9206 9238 9394 8992 5391
[1112,] 12288 7612 13112 6523 6536 11315
[1113,] 5670 11785 7246 2926 4418 2683
[1114,] 2269 425 8715 4197 12746 1552
[1115,] 7824 9203 9246 2831 8884 13411
[1116,] 2969 11738 5978 4303 12777 6988
[1117,] 3921 6807 9636 10363 8858 9416
[1118,] 4354 3266 11389 4456 5239 9705
[1119,] 3997 10427 11071 9063 5579 5668
[1120,] 5670 9337 7243 3733 1191 3488
[1121,] 12832 3407 3879 8362 6211 1052
[1122,] 10198 8526 10454 10183 12787 10094
[1123,] 12888 3020 3747 1986 7552 11293
[1124,] 3508 2093 1738 6567 1708 11789
[1125,] 2349 3501 7853 9752 9330 7407
[1126,] 9819 10173 1132 9515 5378 9384
[1127,] 11532 12512 7340 13552 13523 13313
[1128,] 1378 3801 6136 548 2114 9568
[1129,] 9006 7781 1270 4887 11645 13302
[1130,] 10221 4256 10500 5619 13635 11099
[1131,] 3242 268 2210 4101 4874 9564
[1132,] 3002 13396 12731 13339 4832 6033
[1133,] 5246 11911 6661 3823 5635 5125
[1134,] 3537 3804 4112 3887 3892 4256
[1135,] 9249 6712 1470 9325 11193 10889
[1136,] 3053 4153 7055 4034 11052 4689
[1137,] 5010 1751 3510 8645 9773 10207
[1138,] 2193 4297 1438 6339 3143 3875
[1139,] 2500 227 2249 702 5439 4452
[1140,] 10118 2845 3857 2419 12669 12128
[1141,] 8628 4210 3697 10312 4257 7667
[1142,] 8778 10178 12522 11735 11612 6873
[1143,] 10434 13411 2949 1999 7777 5438
[1144,] 9915 4121 7334 13094 8129 2777
[1145,] 6368 12564 7906 5799 12678 5237
[1146,] 2448 6262 5645 10245 5094 13276
[1147,] 3733 8496 1961 7803 10806 12464
[1148,] 241 3913 11488 7704 7697 10215
[1149,] 10714 8200 9239 1003 4381 10542
[1150,] 10028 10647 6211 6735 10907 10739
[1151,] 7183 8599 1337 11455 5021 8127
[1152,] 2489 1243 7926 10391 9918 13416
[1153,] 1713 2598 2138 13183 1443 5294
[1154,] 11851 12478 5777 4471 3138 12453
[1155,] 10363 11923 12950 5799 11042 12333
[1156,] 6411 11469 5575 4389 7317 7460
[1157,] 10354 10787 7904 4774 8262 9497
[1158,] 13434 12227 13600 8883 13245 9996
[1159,] 7294 8605 7689 9197 9646 7235
[1160,] 11434 1915 10150 7609 7800 9652
[1161,] 1178 7995 2941 6682 12024 5449
[1162,] 4630 11676 7202 10952 1248 10494
[1163,] 11599 7857 12522 6991 8197 9932
[1164,] 13531 10928 7023 4803 2889 13013
[1165,] 12324 13331 3851 12210 13707 9067
[1166,] 8250 12618 6580 9279 9603 11679
[1167,] 5281 10886 11978 1790 8284 4264
[1168,] 2372 1009 13279 1663 5947 6328
[1169,] 8115 12790 11063 13445 11656 4686
[1170,] 1867 3801 9895 8867 12256 3792
[1171,] 10020 11438 11149 4682 7051 12251
[1172,] 13565 3501 5635 10641 5767 13223
[1173,] 12864 7658 10518 9345 6420 13393
[1174,] 1894 2945 470 2224 534 759
[1175,] 3139 1454 1745 1586 6627 766
[1176,] 8308 4398 366 11138 1928 3968
[1177,] 12188 7438 13527 7097 4509 6738
[1178,] 9807 2718 8216 6884 8448 11182
[1179,] 867 7315 1723 4361 6698 2244
[1180,] 3218 1801 11290 6832 2003 11199
[1181,] 12919 10949 13596 9012 12274 6868
[1182,] 5848 7874 4321 9973 5759 12275
[1183,] 10852 5148 9551 8250 11174 11552
[1184,] 10778 11249 9423 6891 9030 11409
[1185,] 12971 10119 9066 5705 5880 10970
[1186,] 5810 6307 11041 9081 3505 7876
[1187,] 4828 12771 13635 12520 5687 4681
[1188,] 11644 10046 13267 4222 9510 13182
[1189,] 12515 9822 1308 11311 13008 10681
[1190,] 6962 9502 8502 12971 12754 8061
[1191,] 12069 12009 2531 9675 10920 9747
[1192,] 5593 3828 7237 10016 6047 9566
[1193,] 9455 12136 11887 3813 4761 11154
[1194,] 4258 9124 9792 4168 12868 6383
[1195,] 8797 11112 7250 2000 4396 13066
[1196,] 6144 6734 2682 9989 11714 2325
[1197,] 13602 11875 13633 13469 12575 12837
[1198,] 10167 13085 2741 4510 5339 10234
[1199,] 7181 6791 13064 11461 7703 1745
[1200,] 12021 9493 7315 9887 12088 5659
[1201,] 6186 6325 3546 9208 12746 8088
[1202,] 9277 11324 5477 4534 12914 5120
[1203,] 350 2005 10161 2498 6048 8582
[1204,] 3556 11752 6131 7187 11110 4307
[1205,] 12233 222 8836 5069 11000 10393
[1206,] 9848 10203 3147 9994 7871 8557
[1207,] 7819 5027 10762 6650 8968 1954
[1208,] 6085 3234 1360 232 12896 8421
[1209,] 10715 2800 5056 561 2937 842
[1210,] 5926 8575 11186 7743 8035 10627
[1211,] 12297 8675 5764 689 7615 9693
[1212,] 11804 13157 12402 13269 12486 8613
[1213,] 3317 3198 7793 9363 4090 13400
[1214,] 8597 8039 2824 5418 11922 12753
[1215,] 10645 5039 2368 10164 4448 13167
[1216,] 290 6523 7967 2808 3326 2722
[1217,] 12107 6290 10407 4029 12113 13640
[1218,] 7148 13350 5975 12425 5103 12633
[1219,] 4084 5027 2308 12754 4062 7306
[1220,] 10989 2169 885 13391 11208 13155
[1221,] 5690 6054 8974 10826 1787 11072
[1222,] 4384 1644 3827 9458 6409 5518
[1223,] 11789 4220 7784 2802 6553 2647
[1224,] 8204 2667 11505 4317 11221 13169
[1225,] 6043 13275 3548 1318 11354 4035
[1226,] 13576 12886 5546 4789 7080 13246
[1227,] 7646 1796 445 578 503 2603
[1228,] 8463 12569 9783 8845 7116 11167
[1229,] 9735 10128 10034 13275 6680 8407
[1230,] 13235 6538 2630 12348 7332 13558
[1231,] 12251 7475 7739 1428 11308 6444
[1232,] 7709 12341 12105 4611 7885 6154
[1233,] 5110 10011 5886 12990 7386 5843
[1234,] 10326 13285 1455 8633 10678 1702
[1235,] 5531 5041 6095 8404 2546 2618
[1236,] 12763 12652 6933 13560 12618 5971
[1237,] 4517 1318 7040 3973 2108 4964
[1238,] 10228 2338 11250 1964 11483 9440
[1239,] 3104 3238 3585 2645 10748 11098
[1240,] 1248 10104 13309 9861 986 8037
[1241,] 6424 10878 12435 4170 12876 5314
[1242,] 10950 5546 6490 9259 3008 9957
[1243,] 637 9963 610 4616 11458 3041
[1244,] 4634 10202 8229 7126 10290 8560
[1245,] 11770 10892 11306 3499 10585 7537
[1246,] 9298 7788 2654 6724 7186 4969
[1247,] 7051 10699 13040 11058 12129 12126
[1248,] 6133 1640 4452 1310 712 3099
[1249,] 8806 6011 1228 5934 12295 6348
[1250,] 6508 9083 10681 6465 1148 5367
[1251,] 3989 11218 3433 10686 5601 12075
[1252,] 8011 4020 11811 8249 2965 1013
[1253,] 7691 10237 6004 2577 3359 4766
[1254,] 5598 4807 12508 7200 9448 9300
[1255,] 1445 10616 1961 5633 8783 7123
[1256,] 12268 12470 2426 12798 12019 10432
[1257,] 6364 10464 10595 8925 3580 10322
[1258,] 13040 8884 8071 6731 9186 10659
[1259,] 6794 4958 10739 3391 5088 11672
[1260,] 1153 10276 822 9121 9396 4272
[1261,] 10690 10281 5034 8673 13349 7655
[1262,] 11925 10287 9971 6234 9615 10813
[1263,] 11320 5951 9092 9253 6722 7134
[1264,] 10186 2406 1332 2606 7366 9150
[1265,] 12259 6938 6800 10946 8695 10491
[1266,] 8840 7271 4109 7185 10348 3304
[1267,] 13049 6627 13372 9653 11538 11385
[1268,] 5818 8818 8411 11381 7384 9025
[1269,] 10410 2563 11887 12682 12242 1853
[1270,] 13450 10925 13178 11786 10329 9061
[1271,] 7040 2438 3513 12916 7932 9763
[1272,] 11944 9230 7032 6750 2037 7078
[1273,] 6060 9802 7505 9206 8636 12628
[1274,] 12316 12668 9075 10548 409 10832
[1275,] 13349 6570 12701 12275 8013 5593
[1276,] 13021 13418 13380 12578 13214 9031
[1277,] 8465 13257 9711 11281 1956 12994
[1278,] 12213 7394 1505 8895 1355 12311
[1279,] 1330 8319 1813 8602 2492 4288
[1280,] 6559 2374 6864 1495 7852 9734
[1281,] 273 6511 712 1215 563 188
[1282,] 11206 6881 10668 8639 3173 11218
[1283,] 13341 7767 10980 11243 12176 7905
[1284,] 9148 3422 11113 3804 9252 5727
[1285,] 6435 1506 11920 3506 7356 12753
[1286,] 5392 5770 9819 122 2945 7528
[1287,] 13383 3849 10044 13412 12354 13367
[1288,] 6441 11608 2797 13381 2208 6969
[1289,] 2605 5049 1727 753 2506 2408
[1290,] 960 8518 7476 9215 11807 5825
[1291,] 9930 9809 7353 9625 7019 3637
[1292,] 2828 4117 11124 9237 8528 10775
[1293,] 1254 5947 9125 3374 5156 7171
[1294,] 11066 8928 12372 11401 7532 11591
[1295,] 7790 10290 11617 10243 7770 11214
[1296,] 9595 5329 2862 8557 9801 3504
[1297,] 6582 7063 4804 2414 7382 10679
[1298,] 2361 9907 4553 6782 1942 5233
[1299,] 1896 8382 12597 1973 3415 9431
[1300,] 9150 2537 10378 11630 4473 9789
[1301,] 11826 6991 13116 9599 13667 7638
[1302,] 10298 11399 3445 11952 8589 13543
[1303,] 1462 8724 1273 2411 3594 8969
[1304,] 12224 12141 5703 13647 9424 7511
[1305,] 10077 10561 3416 9962 9137 9756
[1306,] 10800 13105 3475 13319 10021 11494
[1307,] 13108 4025 7784 10250 9702 8712
[1308,] 1876 7161 9938 5947 6083 9238
[1309,] 6218 4077 1958 9215 5031 9167
[1310,] 2908 9538 9572 4160 970 10143
[1311,] 8563 7978 3657 10292 13667 9653
[1312,] 12113 5548 1413 9720 11579 1501
[1313,] 9370 677 9464 11988 2978 12618
[1314,] 6826 811 6032 664 2484 3308
[1315,] 7876 6168 8343 12508 2411 7668
[1316,] 13589 2691 13306 9817 11753 2168
[1317,] 4593 11054 7132 7139 3910 5229
[1318,] 12806 9678 4312 5896 8072 12533
[1319,] 5706 7284 6095 10288 4469 12400
[1320,] 6551 3252 4751 9345 11342 1419
[1321,] 7973 2986 9318 12569 12961 12484
[1322,] 1238 6206 9254 3590 8775 4497
[1323,] 6270 7978 10499 7686 11494 3214
[1324,] 6338 11491 8922 4774 3602 10327
[1325,] 11277 10923 10716 11725 10105 229
[1326,] 6627 10272 9033 10102 4382 3977
[1327,] 9825 9320 9957 5575 13359 6193
[1328,] 6728 11085 9033 6003 4849 8303
[1329,] 10975 12054 13569 7234 8528 4700
[1330,] 9729 7063 3034 2593 6650 13343
[1331,] 5810 4093 9365 10478 11007 12014
[1332,] 13266 11242 6749 11860 5960 10385
[1333,] 4132 1953 4960 1666 7187 12357
[1334,] 4328 8525 11308 9388 11926 11244
[1335,] 10361 7948 5567 4783 9052 7348
[1336,] 10455 4562 2872 6427 3960 5384
[1337,] 3976 5797 6519 9521 4193 9289
[1338,] 2527 234 141 141 2157 374
[1339,] 10288 5183 8509 13627 10389 12603
[1340,] 11614 11949 13070 7623 9799 11765
[1341,] 8428 6807 2802 3670 5353 7272
[1342,] 12743 7440 5203 8917 3585 6770
[1343,] 10186 5797 11249 13651 12324 12220
[1344,] 5615 12693 7045 10101 10418 8008
[1345,] 6716 8298 3202 10752 6070 4300
[1346,] 13108 6923 8827 9415 8722 10489
[1347,] 4759 11336 8595 9970 5729 12076
[1348,] 8464 6890 404 6118 1866 5290
[1349,] 13391 6502 8669 7384 13179 2407
[1350,] 6889 12868 13628 12839 8013 12458
[1351,] 3701 12658 13332 9834 5810 5604
[1352,] 2209 3092 13025 12288 2043 12548
[1353,] 9899 11708 11621 13058 12568 11286
[1354,] 1875 2011 1667 9868 1469 438
[1355,] 3755 10635 9330 13152 10151 10638
[1356,] 9159 4485 6446 12908 10914 9929
[1357,] 13262 9097 2910 9931 5762 11817
[1358,] 3892 8104 10486 9553 9784 9262
[1359,] 882 1936 5053 6094 11092 3364
[1360,] 10878 11885 3343 5881 9021 4607
[1361,] 5139 425 2072 5299 7375 10940
[1362,] 9943 3375 5225 9849 8187 8973
[1363,] 13023 6369 10194 6688 3665 4874
[1364,] 9789 12247 8214 2998 5972 8488
[1365,] 12829 10660 4336 12387 10653 6109
[1366,] 12753 9813 10330 8762 12165 5691
[1367,] 11046 1688 4402 11388 3932 9944
[1368,] 1651 5900 3888 10455 12219 272
[1369,] 3782 4358 1358 10032 1339 1080
[1370,] 464 3512 1108 3226 3809 1909
[1371,] 6266 4172 9622 2193 9855 12286
[1372,] 3614 3787 6110 7672 1159 1990
[1373,] 7437 6405 9715 5051 7976 4138
[1374,] 1524 468 4516 4223 1526 4798
[1375,] 4323 4961 12606 5351 2413 6308
[1376,] 4215 4617 13084 5778 5947 4258
[1377,] 10168 5639 7510 12819 9841 12669
[1378,] 3903 8479 964 8351 13565 12214
[1379,] 8040 10630 4191 10480 11596 1442
[1380,] 11462 8721 11736 9636 4509 8881
[1381,] 9996 5444 2556 3919 7940 7847
[1382,] 9567 4646 2207 8426 11198 11959
[1383,] 9992 7506 4215 779 13386 8988
[1384,] 9349 10896 3954 4162 5300 7184
[1385,] 11520 12813 6464 11348 6772 2275
[1386,] 9940 12772 11735 12846 8013 11372
[1387,] 3960 13305 13390 9083 4486 6745
[1388,] 4343 1591 2861 1554 4337 7664
[1389,] 12478 9428 2005 8975 9021 12019
[1390,] 13309 10292 12552 5220 12396 13364
[1391,] 8802 2093 1177 7390 2514 76
[1392,] 950 3948 2384 3729 494 2735
[1393,] 3052 3096 2340 9239 11179 2121
[1394,] 10751 8291 11558 1542 12444 3190
[1395,] 3119 3162 7693 8380 11393 12978
[1396,] 5443 2123 4056 4474 6420 4494
[1397,] 10400 10458 11341 4049 1355 11135
[1398,] 11439 12344 13204 9394 12882 13066
[1399,] 10809 8787 5375 4048 362 5993
[1400,] 7151 6791 11847 10185 5335 12282
[1401,] 12065 2473 11696 10071 8537 10844
[1402,] 10743 7195 8252 10269 7546 12769
[1403,] 11093 10379 7867 12204 4745 9488
[1404,] 10015 9756 11154 6913 6787 12816
[1405,] 13355 11861 6200 5655 4475 13442
[1406,] 9184 11540 1408 1297 3630 708
[1407,] 11910 2872 8059 1544 12452 11041
[1408,] 3259 468 2112 5007 1526 1256
[1409,] 6197 2383 1267 13372 12745 1545
[1410,] 8837 2780 8222 2329 2111 7411
[1411,] 9160 5425 6458 12520 13214 12551
[1412,] 3386 2338 7950 2076 5238 11340
[1413,] 5262 8070 10806 10614 7110 1595
[1414,] 10436 5961 10148 3643 12879 2619
[1415,] 11587 3343 11735 10649 9004 11418
[1416,] 7842 11710 10065 9254 8978 5057
[1417,] 10085 8870 13386 2527 6203 10840
[1418,] 4493 7134 4883 12017 10681 3193
[1419,] 4918 2660 8698 7256 12746 4792
[1420,] 12016 9762 4260 8763 12627 1447
[1421,] 1168 6431 7912 7401 7350 2510
[1422,] 12482 11353 4434 11705 7934 13075
[1423,] 3112 9803 1912 9317 9592 12180
[1424,] 6219 3238 3585 12038 7616 11098
[1425,] 8730 12247 10751 8878 13615 13455
[1426,] 2343 3139 8779 1769 9060 6240
[1427,] 10546 404 2968 6663 13374 6582
[1428,] 10440 12117 3687 2143 12892 4385
[1429,] 4274 9968 10659 2857 7661 12377
[1430,] 4268 3542 2207 6463 3936 3475
[1431,] 9295 10709 6433 12554 3772 11000
[1432,] 4875 5476 12304 8089 4536 7100
[1433,] 11028 390 4499 961 5232 4856
[1434,] 6057 12805 6348 6290 12776 13334
[1435,] 7393 2765 11596 6797 11041 12718
[1436,] 7072 12160 12357 10768 9615 9932
[1437,] 8865 8202 10135 8494 9711 8664
[1438,] 290 11135 4031 5337 8780 8737
[1439,] 12180 1055 884 7563 12529 11095
[1440,] 7392 8970 8759 3794 10222 803
[1441,] 2325 10753 11276 8821 9333 8505
[1442,] 1713 3570 1063 196 12247 2586
[1443,] 11559 9727 6296 11761 8067 13580
[1444,] 11854 7649 9868 1497 7836 8745
[1445,] 5520 8317 2363 8604 7882 9309
[1446,] 13281 12929 6663 10230 695 9579
[1447,] 12532 10951 8056 8223 6025 13378
[1448,] 11459 11169 10231 12855 12167 12469
[1449,] 10662 2022 1242 246 3264 5421
[1450,] 12862 5342 9609 10208 6393 10945
[1451,] 4630 11671 8100 11437 8543 4567
[1452,] 4466 11098 10859 11437 11873 6441
[1453,] 6056 12926 6607 10367 2347 3172
[1454,] 9646 13508 6487 10778 10381 4700
[1455,] 7775 11673 6919 4279 2146 11664
[1456,] 13407 7939 2821 6823 5769 11802
[1457,] 4368 11625 6902 11620 11492 5471
[1458,] 131 9620 1984 6504 3173 2337
[1459,] 12475 7394 7577 12675 5613 6737
[1460,] 11529 13061 12657 8124 8216 11506
[1461,] 188 544 3906 2938 1194 1143
[1462,] 7266 7831 5290 9967 10276 8941
[1463,] 8269 9611 11201 5280 12762 8193
[1464,] 6021 3141 5997 4507 2343 7247
[1465,] 7267 4358 7518 1720 5719 9012
[1466,] 2161 5551 10515 1939 13313 10073
[1467,] 9368 3100 10454 13514 5074 12175
[1468,] 12885 5677 12432 7058 8094 11142
[1469,] 3969 3617 6511 11588 2327 9289
[1470,] 6638 2011 12893 5974 13288 8044
[1471,] 10641 7303 3939 8668 1791 3125
[1472,] 10598 7094 13599 508 5972 9972
[1473,] 3321 11807 3091 13037 12460 13661
[1474,] 4469 2714 13195 11541 11926 12391
[1475,] 2457 1216 3794 12069 4328 2662
[1476,] 8584 12155 652 10917 8537 5328
[1477,] 4153 6373 7733 3770 13257 9494
[1478,] 2703 1908 6075 11552 8716 10473
[1479,] 11861 12210 5856 3863 10129 9961
[1480,] 2909 4516 9521 10741 9201 12957
[1481,] 1006 4310 10069 1757 2050 1036
[1482,] 2084 12843 12692 12641 12297 11416
[1483,] 150 3622 446 500 3810 888
[1484,] 7660 12210 8050 10001 7221 9222
[1485,] 7440 8511 5648 10695 6834 9447
[1486,] 1717 3241 610 4973 353 712
[1487,] 3437 3802 12027 4719 6960 7762
[1488,] 8914 2869 7164 6409 4469 13410
[1489,] 8542 12469 12435 12040 9725 5205
[1490,] 12662 7041 12013 9861 12184 1489
[1491,] 7347 72 7653 4534 1730 12982
[1492,] 1861 1352 3067 294 1801 4070
[1493,] 10863 4129 3291 12142 12644 5709
[1494,] 8202 7476 3569 13194 7414 8123
[1495,] 11897 1974 10699 10629 3983 3795
[1496,] 9335 4363 10306 6918 573 10163
[1497,] 12441 8903 9963 12180 11644 13373
[1498,] 9934 12393 10332 12243 8149 7753
[1499,] 11651 9607 1449 12346 13133 12679
[1500,] 10440 7631 12801 3610 7788 5361
[1501,] 8627 6093 511 7391 291 12419
[1502,] 3703 3332 6313 5741 3488 7803
[1503,] 6516 12641 11972 10290 5429 4405
[1504,] 9060 621 12307 7058 13262 7113
[1505,] 5875 10558 2625 8723 1829 6697
[1506,] 8685 4301 3835 2048 7641 11980
[1507,] 12313 12659 3851 12613 13557 6874
[1508,] 1979 1463 483 2831 10779 1187
[1509,] 13463 12507 10267 11250 4688 3653
[1510,] 12124 10767 10435 5993 8604 4915
[1511,] 8946 11745 13207 6406 10587 11891
[1512,] 13639 5034 6132 7185 11094 4303
[1513,] 7076 8851 11726 4041 10185 2886
[1514,] 5177 4189 9398 8715 8869 5007
[1515,] 3011 9840 13249 11261 3007 9829
[1516,] 5739 1904 3247 1006 12822 11325
[1517,] 11229 10861 10535 7340 13464 10093
[1518,] 10231 9563 11718 12888 7917 8879
[1519,] 1078 12810 10775 9169 3826 7140
[1520,] 10748 9346 12125 2618 3381 10096
[1521,] 10781 12777 10224 13656 10848 13296
[1522,] 9824 10128 3058 12819 12851 11774
[1523,] 4620 6196 4038 4483 2514 7708
[1524,] 5709 8290 13463 5552 10642 9308
[1525,] 4284 3553 12836 2901 6592 2658
[1526,] 3562 12736 10127 5390 10544 5437
[1527,] 8746 4833 10024 11983 3446 13556
[1528,] 13455 7220 12884 9778 4964 3971
[1529,] 9202 3090 8555 12671 7090 12816
[1530,] 10552 7983 2968 5621 12532 6611
[1531,] 4397 1818 7971 3592 11480 2020
[1532,] 12213 4673 1496 8905 6865 4144
[1533,] 11804 2912 1226 5638 10713 4440
[1534,] 2250 8584 5425 8177 2691 10166
[1535,] 4249 4217 9804 4003 11409 1242
[1536,] 1070 735 91 2160 492 732
[1537,] 1209 6526 3833 2106 2443 1385
[1538,] 10145 9112 13075 7636 8808 10154
[1539,] 11104 9991 3704 4084 8274 10393
[1540,] 12725 5073 11643 1624 5528 8797
[1541,] 4750 876 13511 11101 2809 8955
[1542,] 3508 921 4031 2675 5239 374
[1543,] 14 1392 1222 10 22 9570
[1544,] 13587 9294 11572 10456 11693 5155
[1545,] 6385 10484 9854 4143 8097 3403
[1546,] 3580 13042 6065 9461 4146 7681
[1547,] 9169 5588 925 6022 5806 2812
[1548,] 10659 4998 12915 6016 10282 10175
[1549,] 6403 3516 1063 4798 1992 7422
[1550,] 8137 11895 12725 12550 7043 8869
[1551,] 8560 2647 9751 12801 6531 11940
[1552,] 11358 9350 12844 12988 11855 3817
[1553,] 13149 10292 11506 6637 11385 11044
[1554,] 5572 2967 3162 656 8985 11988
[1555,] 12802 10597 12215 8903 11550 10705
[1556,] 9542 10073 3777 10212 12498 8630
[1557,] 2122 12813 11181 1811 4547 8238
[1558,] 4923 11335 11821 10058 3943 1508
[1559,] 12906 4679 9823 4314 3230 8686
[1560,] 8291 3211 7640 7384 2461 9438
[1561,] 10032 4371 11652 6887 3492 3637
[1562,] 11984 5990 12585 12093 13492 11082
[1563,] 10257 1496 13480 8119 3588 12844
[1564,] 8974 13469 9899 12902 13231 9849
[1565,] 5877 12514 4222 6747 8136 7795
[1566,] 3623 4972 9281 7654 2433 10444
[1567,] 3363 8388 3261 1492 13128 1406
[1568,] 11082 2211 3583 11450 13320 13546
[1569,] 7035 1096 9471 4867 5706 10603
[1570,] 5534 2025 1766 5046 1488 5251
[1571,] 7926 10621 829 13085 834 3593
[1572,] 3520 13526 10137 6568 13200 8742
[1573,] 12832 1256 3898 4507 6521 2341
[1574,] 2922 8510 5423 6776 4541 9808
[1575,] 9048 10487 9425 4155 2692 10141
[1576,] 4503 1460 4136 2047 3152 365
[1577,] 7712 1933 12946 10552 12295 6347
[1578,] 10979 1559 5459 8315 1637 7232
[1579,] 13364 4410 10266 5715 7025 5664
[1580,] 7292 10505 6395 9219 11782 3817
[1581,] 10559 11649 11414 5741 4707 2827
[1582,] 9586 7629 11320 10265 12004 11216
[1583,] 12897 13316 12809 7643 8797 10429
[1584,] 1896 344 3978 3692 1209 5002
[1585,] 3948 3222 4474 2649 3348 9438
[1586,] 7984 11840 7311 11631 10802 5611
[1587,] 10205 4165 1426 13594 5325 7234
[1588,] 13394 11492 2666 4002 2631 4993
[1589,] 7234 12415 7595 13185 11174 10782
[1590,] 4143 12547 5668 10506 11691 7382
[1591,] 8826 3827 2477 1776 2133 7424
[1592,] 6945 7501 9355 12551 12573 7921
[1593,] 888 7233 7156 648 1738 908
[1594,] 9527 10851 11926 9191 12321 8559
[1595,] 561 7223 287 833 423 818
[1596,] 11673 3246 4500 9498 1703 8438
[1597,] 13180 13296 8438 12156 13593 4538
[1598,] 2182 4166 4527 5548 6515 45
[1599,] 3328 6455 10523 13594 5336 7331
[1600,] 9705 12243 12069 10101 3381 9971
[1601,] 8703 2746 4796 4820 11097 3887
[1602,] 3647 1274 7160 5396 1777 11293
[1603,] 6236 9109 11264 13239 5325 10260
[1604,] 9397 7882 12765 9334 11879 4035
[1605,] 11598 9091 12323 13470 7087 12866
[1606,] 4830 8420 13529 12539 5635 7753
[1607,] 13071 10893 6576 8298 7344 13489
[1608,] 12059 11917 8465 9716 3607 8242
[1609,] 7910 7330 4045 5455 8985 11354
[1610,] 8422 13086 375 10969 12473 7244
[1611,] 12582 10390 8764 6795 5765 10317
[1612,] 6627 7303 11510 7373 5556 10058
[1613,] 5195 2573 9782 2272 10993 6276
[1614,] 5653 12722 9049 6601 2350 7247
[1615,] 2844 9847 11670 13460 7168 5955
[1616,] 6236 4115 5460 12017 13568 7018
[1617,] 845 1951 6991 5129 11099 7058
[1618,] 6278 12618 10529 10366 13496 6200
[1619,] 12120 9678 7560 13466 12590 7776
[1620,] 13174 8883 11001 13449 10224 13658
[1621,] 10407 10882 13300 9931 9154 10330
[1622,] 9382 9876 916 960 6502 10242
[1623,] 11688 5494 1365 1310 1048 8918
[1624,] 3277 11613 12126 13381 8541 6971
[1625,] 4620 1444 1850 4486 104 2758
[1626,] 12158 6711 10523 12770 12358 8152
[1627,] 4465 8274 305 106 9692 7442
[1628,] 2141 8181 10793 9967 11174 4679
[1629,] 2722 948 3132 9517 7893 4107
[1630,] 4508 2939 2417 993 495 4478
[1631,] 466 1796 2236 1265 246 1328
[1632,] 7318 5520 12646 1956 8839 3142
[1633,] 11419 2942 10139 270 4423 4485
[1634,] 11183 5662 5649 6376 9692 9575
[1635,] 4694 4340 2528 11873 5576 4897
[1636,] 2261 9663 10479 6255 4342 1172
[1637,] 10990 11345 12364 12378 7357 8351
[1638,] 13172 2846 7064 4957 6095 4766
[1639,] 2838 7820 9378 7977 7011 13077
[1640,] 11264 10549 2242 6480 5260 10593
[1641,] 3336 13149 7926 9572 13148 2658
[1642,] 6802 5971 12608 6370 11311 5208
[1643,] 5031 5138 3429 10683 4505 2844
[1644,] 7137 12412 9598 7351 5021 10869
[1645,] 11100 4098 5600 3127 7090 11840
[1646,] 10780 11835 4280 12529 8013 5673
[1647,] 10434 13313 11322 13058 13679 12775
[1648,] 3552 11802 9994 8235 6094 10216
[1649,] 12856 9869 10521 5305 3051 8160
[1650,] 9357 13507 3610 10117 10426 11592
[1651,] 6283 5633 9642 2173 7687 3221
[1652,] 381 1623 2744 1893 2294 1578
[1653,] 11057 12256 2334 13342 8316 11715
[1654,] 6406 4030 7766 6846 12677 3331
[1655,] 13453 3716 3216 6131 2910 545
[1656,] 7069 7502 11775 10680 4623 11372
[1657,] 2339 622 1227 8197 2059 1297
[1658,] 5798 7502 10243 13346 12175 9849
[1659,] 6643 2772 10076 7812 8305 5180
[1660,] 8238 9691 6607 12343 9501 5907
[1661,] 12701 13442 10097 12925 6119 2463
[1662,] 3131 6801 12768 10364 7731 6139
[1663,] 12133 9993 5383 8951 9124 11547
[1664,] 4965 4433 1939 9295 10511 7225
[1665,] 11253 4259 7963 4465 10594 5470
[1666,] 10215 5377 865 65 428 1573
[1667,] 13215 3319 9323 9798 10793 13657
[1668,] 1857 7330 4933 1973 1613 1584
[1669,] 6390 4142 8841 59 3648 5299
[1670,] 10340 3512 11880 11879 11681 11833
[1671,] 9789 8114 10722 8042 5820 7766
[1672,] 2685 2896 3258 1194 1478 7486
[1673,] 2966 5117 2286 12417 13457 9180
[1674,] 9377 9614 12260 12742 11883 10884
[1675,] 9371 8602 11712 10175 7364 10240
[1676,] 2724 6196 7242 2230 804 3582
[1677,] 6604 13346 5923 5599 7863 4117
[1678,] 12110 7898 859 4210 11192 9106
[1679,] 8328 8728 11004 12930 6888 5716
[1680,] 9387 7484 7636 10134 10461 12632
[1681,] 13319 7016 10721 9767 12195 8004
[1682,] 3398 5376 3836 9501 12544 11356
[1683,] 12209 8421 1537 9750 5701 11122
[1684,] 12746 9782 8451 12536 8325 10724
[1685,] 8121 12769 13241 13291 3537 11369
[1686,] 10267 4117 931 8300 6185 12864
[1687,] 2391 12427 3231 7847 2826 6332
[1688,] 10804 7769 13372 4896 13254 10137
[1689,] 10727 7074 7199 9363 10557 12744
[1690,] 5873 4443 5185 5722 12618 11396
[1691,] 6414 13079 7539 6228 6271 7879
[1692,] 2690 1960 12611 5919 7300 4206
[1693,] 4879 3418 12720 9916 5859 12540
[1694,] 9165 8898 11115 8054 8106 2138
[1695,] 4196 4638 8922 4060 4866 2514
[1696,] 6048 12192 9680 10367 12852 10260
[1697,] 6843 10322 9260 1495 6640 11367
[1698,] 8900 9273 1232 3520 4390 13280
[1699,] 1896 578 9181 4277 4145 1620
[1700,] 2821 8497 12990 13656 9001 10638
[1701,] 7909 2130 826 1510 1774 2750
[1702,] 4765 2421 6462 8184 4647 8320
[1703,] 10753 13230 12632 12808 13680 9672
[1704,] 8567 4773 6050 4423 13167 8687
[1705,] 4890 8089 6506 9148 6036 8240
[1706,] 9639 12182 5622 10954 8704 5378
[1707,] 12695 12307 9979 10716 12284 7133
[1708,] 2443 7415 3650 3334 7350 2651
[1709,] 7936 11356 12310 9624 9004 9211
[1710,] 7348 237 2798 2652 5212 4862
[1711,] 7249 10427 13025 7097 6824 12113
[1712,] 7519 9639 7739 9391 9710 11909
[1713,] 1021 2388 2539 2591 1041 12897
[1714,] 9161 9093 13344 5702 10918 3639
[1715,] 5494 8209 13355 3677 7749 9390
[1716,] 4258 1357 10956 10299 6575 2573
[1717,] 867 2667 3864 7295 1114 5041
[1718,] 6239 11295 3584 8331 12397 11676
[1719,] 4137 10396 1539 10643 2648 13223
[1720,] 13582 2651 7794 7464 7360 12414
[1721,] 3482 13519 12060 10730 984 7136
[1722,] 5262 6990 13299 9172 9408 6387
[1723,] 4775 11646 11428 10463 11629 5708
[1724,] 8883 4859 8255 7442 1741 347
[1725,] 11304 7065 12093 12357 3381 5843
[1726,] 5875 316 12530 5723 7040 6684
[1727,] 5894 7817 3384 12287 3014 2798
[1728,] 2698 6025 5062 9175 7308 4318
[1729,] 6215 2406 3438 6306 2975 3848
[1730,] 5474 5882 2343 833 4962 2930
[1731,] 8119 6895 12327 11226 5820 8837
[1732,] 6324 4641 8929 8983 9390 9519
[1733,] 529 588 2387 1599 7838 766
[1734,] 4544 8276 10808 2403 9382 6068
[1735,] 10077 5390 1993 12694 8483 3634
[1736,] 5925 11198 13608 12175 9252 7960
[1737,] 10074 4052 12279 9970 7486 12073
[1738,] 2560 4821 2338 4034 8305 12480
[1739,] 3432 8212 4782 3754 12166 8021
[1740,] 10923 7374 10721 11119 4723 6677
[1741,] 11967 10270 12881 10831 9637 9130
[1742,] 7836 8384 3258 5537 3352 5489
[1743,] 11260 7644 5777 3562 9737 6615
[1744,] 2660 1463 1829 662 3459 8797
[1745,] 9811 5978 1121 4329 7497 3869
[1746,] 6353 10121 12945 9728 7113 9503
[1747,] 8971 6207 1856 13295 841 7803
[1748,] 1858 951 486 974 6412 1588
[1749,] 11267 1641 6900 2106 12065 2597
[1750,] 10975 5603 6487 7234 13084 9031
[1751,] 11767 11977 3676 8404 8736 11293
[1752,] 3859 3045 13029 6718 5681 7960
[1753,] 12437 6553 12215 13117 5749 13559
[1754,] 5748 9731 13555 8915 10806 6701
[1755,] 8830 9260 4016 2445 2133 4233
[1756,] 9536 4685 10099 3481 11933 803
[1757,] 10380 7965 6753 4787 10999 6375
[1758,] 8874 948 778 11031 11494 7681
[1759,] 5548 4774 12201 10329 826 7612
[1760,] 11242 9117 7283 7505 13679 12438
[1761,] 8439 3245 1483 11032 11470 8437
[1762,] 12749 7813 13625 12900 6961 11493
[1763,] 1292 6012 13164 8983 13060 4764
[1764,] 1705 9547 8292 1299 2820 5252
[1765,] 6403 7394 9720 5856 5903 6294
[1766,] 3892 8921 13540 7246 13343 13563
[1767,] 4803 9685 12670 7097 11566 8969
[1768,] 12479 8715 11685 12694 13295 12497
[1769,] 3088 5468 9454 10086 7332 8080
[1770,] 3326 3196 2931 1986 8729 6490
[1771,] 9919 11836 8447 10417 1831 11391
[1772,] 1040 9896 10523 9566 10673 6185
[1773,] 4814 3449 7703 11934 7485 2193
[1774,] 5663 1424 4989 1490 111 1427
[1775,] 12573 6742 9090 9108 4867 3104
[1776,] 9559 8659 3697 4511 9908 7663
[1777,] 5763 9691 10287 3896 10813 8860
[1778,] 8876 11070 11618 9442 5378 4424
[1779,] 2557 10981 3854 11115 9359 2921
[1780,] 10813 11847 539 6755 4487 2779
[1781,] 1563 5680 4359 10714 8350 8309
[1782,] 1510 41 3534 815 71 658
[1783,] 3797 10571 8484 8256 10368 8966
[1784,] 13511 11320 11606 10253 3234 9663
[1785,] 11672 6950 10513 3438 2282 4858
[1786,] 3455 4975 1672 857 11075 4945
[1787,] 10187 5282 11838 12770 12802 13480
[1788,] 13650 6599 12714 11088 4529 8884
[1789,] 7752 6031 526 3268 2078 6392
[1790,] 11608 13255 12688 12689 11115 7969
[1791,] 11977 6061 10870 2860 5353 5054
[1792,] 12103 1529 9022 13348 9257 12524
[1793,] 5180 7258 2334 12104 4280 9346
[1794,] 11719 10083 12159 9877 9272 8485
[1795,] 13024 9536 7352 1257 9408 7093
[1796,] 6351 12143 12795 13500 7257 6396
[1797,] 9562 6342 5879 12432 10528 13037
[1798,] 3640 12324 6161 3530 12568 1238
[1799,] 5278 976 11926 5008 6834 5132
[1800,] 9934 11178 13130 13477 8177 10605
[1801,] 3081 5267 990 4261 7669 2390
[1802,] 5945 803 9070 12908 8117 6727
[1803,] 5693 3848 12552 6276 12353 5858
[1804,] 9380 10695 10321 12992 8589 13629
[1805,] 3774 7914 12748 2498 8396 1594
[1806,] 1254 1875 8099 9897 10121 7874
[1807,] 5110 13434 12938 3374 11872 10860
[1808,] 11761 5700 2150 5351 4086 5237
[1809,] 2193 1643 960 610 440 1725
[1810,] 5127 3065 12980 11989 5020 8149
[1811,] 12660 13331 7979 12618 13545 12135
[1812,] 9458 3552 5561 4777 1398 11189
[1813,] 1342 2114 6141 6557 6706 1408
[1814,] 10872 9784 13526 5746 3689 8888
[1815,] 8998 6641 12213 12144 13398 12821
[1816,] 10832 10604 12643 12157 6742 7851
[1817,] 13284 13227 13364 10927 11934 12412
[1818,] 12528 9911 11781 11676 3521 11414
[1819,] 11759 12102 13088 12317 3829 4276
[1820,] 3390 2368 4733 5336 306 6593
[1821,] 5378 5111 7865 4377 12820 9612
[1822,] 12951 4928 9119 11984 3432 13653
[1823,] 5274 3913 10154 2497 7255 1898
[1824,] 3313 5109 13298 7421 9514 8593
[1825,] 13648 11224 4298 8369 7425 8153
[1826,] 8533 1021 10564 1515 6437 9316
[1827,] 9175 8029 8563 10768 7385 3627
[1828,] 9032 12776 5171 6897 5713 10708
[1829,] 11070 8923 12776 4204 8688 11753
[1830,] 5480 4828 12103 8333 6460 4087
[1831,] 882 6137 12881 13192 528 9130
[1832,] 10784 7497 9352 13101 11528 10724
[1833,] 13309 3864 8059 10356 6729 8259
[1834,] 8172 11414 13602 12151 10252 12123
[1835,] 11520 5594 4396 5020 7064 10763
[1836,] 6769 10163 12627 3526 4386 10426
[1837,] 11175 5117 2824 1979 12419 11238
[1838,] 3827 8064 13054 9635 11562 11545
[1839,] 3938 2179 3352 8396 10391 8116
[1840,] 10991 6412 8676 4507 7724 6144
[1841,] 11000 8627 9382 9234 9804 3130
[1842,] 8329 9842 11082 7240 9553 12550
[1843,] 1805 4312 716 1049 1084 1411
[1844,] 12344 12680 12929 12781 6498 13662
[1845,] 13494 7684 4225 9104 6788 12480
[1846,] 8277 2528 9662 3438 4126 1066
[1847,] 3580 3979 6181 4460 9753 8732
[1848,] 1278 2953 6007 4629 12062 5097
[1849,] 712 3495 7713 3696 762 1134
[1850,] 13501 9505 3643 6030 11011 4194
[1851,] 12578 3296 1490 11996 11155 12206
[1852,] 9443 2573 1504 11149 5931 11831
[1853,] 12376 8231 12904 2994 8259 3738
[1854,] 12886 11552 7854 6086 2833 2476
[1855,] 9771 12350 8042 11794 4938 2184
[1856,] 3053 10453 3069 188 4907 3111
[1857,] 11412 2816 12593 7700 6682 11039
[1858,] 13297 13328 9902 12198 8141 5548
[1859,] 5950 7380 13052 10478 2721 9803
[1860,] 8897 7337 6061 2779 5471 8774
[1861,] 13603 3313 6205 11673 10017 4584
[1862,] 10709 13006 12959 8458 2480 10465
[1863,] 5375 12803 2824 6375 9514 13407
[1864,] 7850 9176 1649 13030 4012 13181
[1865,] 13464 2840 10793 2975 8325 13308
[1866,] 3854 7920 13424 7703 9801 3925
[1867,] 9131 10655 9430 10046 6279 7106
[1868,] 2496 4298 3844 12478 4345 1998
[1869,] 4950 6804 6352 13435 9808 5019
[1870,] 10222 1863 7702 4624 13206 12690
[1871,] 7306 12877 13064 10806 9637 9128
[1872,] 8547 12128 10585 12458 9726 11289
[1873,] 11543 4354 8443 13112 11508 6685
[1874,] 6525 10846 2859 2909 12847 6565
[1875,] 6424 12182 12436 4097 10561 12366
[1876,] 5804 4124 11003 4967 5857 3927
[1877,] 12902 2647 5595 7609 3264 4384
[1878,] 13631 10597 11667 13456 10861 9915
[1879,] 7048 3563 5428 4736 12633 7801
[1880,] 11004 13090 12135 8573 7732 6149
[1881,] 11248 3233 9860 3474 7617 12446
[1882,] 7216 10427 9475 13186 9633 11527
[1883,] 11974 322 7202 7458 7914 11950
[1884,] 1006 8688 1934 7240 712 1036
[1885,] 9325 3041 5294 11320 1838 7876
[1886,] 2955 8478 3563 12355 5067 5905
[1887,] 3777 5450 8467 4151 4647 10954
[1888,] 9023 3644 8089 12240 12658 12020
[1889,] 252 4288 7688 1566 6612 1758
[1890,] 7865 10162 4060 4412 5562 11872
[1891,] 13196 8846 13035 10471 9189 5639
[1892,] 10066 3427 10396 7972 11706 6851
[1893,] 12720 3707 9033 12653 12223 13248
[1894,] 4320 13430 8834 8426 11338 11213
[1895,] 261 1500 6681 1241 1944 795
[1896,] 4604 11787 1220 1614 4414 12379
[1897,] 12732 10290 12571 10834 8664 3189
[1898,] 4051 6620 11856 1572 2329 4114
[1899,] 3785 11395 9429 3158 10970 5668
[1900,] 1177 11535 690 2903 7755 6575
[1901,] 11328 7063 10818 11953 2531 5885
[1902,] 4949 12171 9633 10365 3219 5065
[1903,] 10186 11583 10535 10881 6184 13182
[1904,] 10368 8575 12168 2433 9290 8531
[1905,] 976 11203 13030 12944 7061 7963
[1906,] 5903 5390 576 121 430 10846
[1907,] 3342 9657 2179 10343 1692 5222
[1908,] 13287 10988 11612 12070 11999 4401
[1909,] 6384 6961 7939 5892 7989 831
[1910,] 10787 9785 11685 13656 13390 11455
[1911,] 6344 11244 13429 13499 5647 8587
[1912,] 9987 11249 11751 10447 13222 13435
[1913,] 11147 11497 4654 4090 2616 7481
[1914,] 12938 12671 13451 11737 12172 11561
[1915,] 3759 11987 3448 6908 5677 3614
[1916,] 3683 2179 7297 4673 6838 5691
[1917,] 6520 4004 5683 10275 8644 8667
[1918,] 1729 12609 3691 7402 11305 8559
[1919,] 11543 7825 10396 7766 11627 5639
[1920,] 7079 12047 12720 7024 7004 2095
[1921,] 6331 4614 8856 7831 6010 4170
[1922,] 5501 8331 11488 13205 6197 9030
[1923,] 758 1029 1021 2454 294 1834
[1924,] 7239 10453 9551 9104 9118 5717
[1925,] 10174 6249 5445 11449 4009 13338
[1926,] 9713 3713 10752 5831 13543 2936
[1927,] 9411 7798 7480 2175 6463 774
[1928,] 6230 12528 10845 2838 13152 12279
[1929,] 8953 12276 9291 2936 7888 579
[1930,] 11401 11772 13208 1544 12483 13052
[1931,] 5873 3426 5185 11661 11577 2779
[1932,] 3225 11163 3745 10513 898 6251
[1933,] 13002 7778 11668 8048 12990 13580
[1934,] 4876 2164 8612 12286 5062 10808
[1935,] 8315 4128 12215 9812 9102 8981
[1936,] 7910 11128 6130 8607 7848 7721
[1937,] 10119 9470 7559 10667 12671 10778
[1938,] 5420 357 162 1584 9958 7330
[1939,] 5527 3836 4916 2608 11840 8122
[1940,] 13648 4468 2798 13591 5104 8174
[1941,] 12027 6241 12285 8096 10971 11502
[1942,] 6057 8523 1918 9281 6231 13333
[1943,] 12765 11437 11396 9866 10950 12643
[1944,] 13081 11956 11835 13517 9646 8188
[1945,] 7937 7378 12706 13637 6972 9741
[1946,] 4271 5797 3776 1463 2987 6498
[1947,] 533 7058 13454 4151 148 3033
[1948,] 9096 12655 13440 9679 9186 5599
[1949,] 9554 776 2914 6590 13164 7567
[1950,] 8907 13521 13189 10356 6728 9419
[1951,] 3737 2192 3578 9218 2965 5840
[1952,] 720 4573 77 7818 5977 11167
[1953,] 6869 3335 9369 12157 4495 12808
[1954,] 3393 1084 2989 1396 4162 6637
[1955,] 13553 10559 9326 8903 10031 11455
[1956,] 12942 7051 12910 9008 13688 11568
[1957,] 10405 5249 7904 5988 4663 13231
[1958,] 9219 2414 5144 9317 2978 12920
[1959,] 13313 12211 9871 13139 8230 7759
[1960,] 5682 2098 6015 7390 4431 2999
[1961,] 9832 11823 3271 3210 3810 4334
[1962,] 11163 13428 10123 10226 6343 12379
[1963,] 5286 10230 10967 338 2071 2562
[1964,] 6647 4859 10975 1429 1238 11964
[1965,] 2833 13269 1341 7051 2024 7131
[1966,] 5012 3437 11811 11384 12367 10732
[1967,] 10354 8434 4958 9750 8224 8488
[1968,] 9458 6211 10537 6809 1941 12987
[1969,] 12446 12794 10222 3939 5598 6745
[1970,] 3198 11221 6688 4072 3644 13571
[1971,] 5251 11263 11900 4793 7989 7344
[1972,] 10032 10629 11652 7798 2587 11390
[1973,] 5053 9326 3112 7319 8616 1000
[1974,] 2359 11174 4553 5757 8235 3254
[1975,] 5809 8798 7404 12202 12633 12963
[1976,] 6501 5114 6690 7410 13125 10425
[1977,] 8024 7433 10224 6892 12105 13448
[1978,] 12554 11454 8477 9233 11256 10850
[1979,] 4512 10179 8198 11734 993 7378
[1980,] 6067 7567 5475 13417 2193 13153
[1981,] 7586 12131 10659 3653 11415 4401
[1982,] 5454 5381 2977 9502 13508 8733
[1983,] 6698 11751 11464 8211 13058 4957
[1984,] 5407 11009 11629 8649 8797 10449
[1985,] 7195 9664 976 9497 13513 5093
[1986,] 2654 11128 1738 5318 11350 4868
[1987,] 2331 11504 7918 4753 4541 7352
[1988,] 9722 4828 9980 11591 11379 11026
[1989,] 12684 6078 13182 13385 5088 2977
[1990,] 12289 5271 1589 6532 6548 1352
[1991,] 13433 10932 12475 13141 10124 6680
[1992,] 11740 9968 3693 5140 2712 1865
[1993,] 13178 12511 9539 12136 13524 10600
[1994,] 3689 9764 2597 2946 5810 3651
[1995,] 7189 6810 3404 13273 11406 7229
[1996,] 11109 4810 7216 11886 7222 2576
[1997,] 10311 12129 12366 1383 1669 9420
[1998,] 8297 5531 13563 11091 11021 5639
[1999,] 10101 8844 13252 12898 10913 4687
[ reached getOption("max.print") -- omitted 18955 rows ]
#getTerminalNodeIDs(rf_model, nhanes)
# Print the model output
print(rf)
Ranger result
Call:
ranger(LBXGH ~ ., data = nhanes_train, num.trees = 50, write.forest = TRUE)
Type: Regression
Number of trees: 50
Sample size: 20954
Number of independent variables: 14
Mtry: 3
Target node size: 5
Variable importance mode: none
Splitrule: variance
OOB prediction error (MSE): 0.6272892
R squared (OOB): 0.4051867
#plot(rf)
# Grab OOB error matrix & take a look
err <- nhanes_train$err.rate
Warning: Unknown or uninitialised column: 'err.rate'.
head(err)
NULL
# Look at final OOB error rate (last row in err matrix)
oob_err <- err[nrow(err), "OOB"]
print(oob_err)
NULL
# Plot the model trained in the previous exercise
plot(nhanes_train)
# Add a legend since it doesn't have one by default
#legend(x = "right",
# legend = colnames(err),
# fill = 1:ncol(err))
#oob.times(nhanes_train.forest)
Generate prediction model
library(lattice)
library(caret)
# Generate predicted classes using the model object
class_prediction <- predict(object = rfn.model, # model object
newdata = nhanes_test, # test dataset
type = "class") # return classification labels
# Calculate the confusion matrix for the test set
#cm <- confusionMatrix(data=class_prediction, # predicted classes
# reference= nhanes_test$DIQ010) # actual classes
#print(cm)
# Compare test set accuracy to OOB accuracy
#paste0("Test Accuracy: ", cm$overall[1])
paste0("OOB Accuracy: ", 1 - oob_err)
[1] "OOB Accuracy: "
# Generate predictions on the test set
pred <- predict(object = rfn.model,
newdata = nhanes_test,
type ="class")
#`pred` is a matrix
class(pred)
[1] "numeric"
#Look at the pred format
head(pred)
1 2 3 4 5
-5.480338e-16 8.900000e-03 8.310000e-02 -6.568635e-16 1.253333e-02
6
4.420000e-02
# Compute the AUC (`actual` must be a binary 1/0 numeric vector)
#auc(actual = nhanes_test$DIQ010,
# predicted = pred[,"yes"])
library(rpart)
#Plot the "CP Table"
#plotcp(rfn.model)
# Print the "CP Table"
#print(modelsRF$cptable)
# Retrieve optimal cp value based on cross-validated error
#opt_index <- which.min(modelsRF$cptable[, "xerror"])
#cp_opt <- modelsRF$cptable[opt_index, "CP"]
# Prune the model (to optimized cp value)
#modelsRF_opt <- prune(tree = modelsRF,
# cp = cp_opt)
# Plot the optimized model
#rpart.plot(x = modelsRF_opt, yesno = 2, type = 0, extra = 0)
# Execute the tuning process
set.seed(1)
res <- tuneRF(x = subset(nhanes_train, select = -DIQ010),
y = nhanes_train$DIQ010,
ntreeTry = 500)
Warning in randomForest.default(x, y, mtry = mtryStart, ntree = ntreeTry, :
The response has five or fewer unique values. Are you sure you want to do
regression?
mtry = 4 OOB error = 0.05358294
Searching left ...
Warning in randomForest.default(x, y, mtry = mtryCur, ntree = ntreeTry, :
The response has five or fewer unique values. Are you sure you want to do
regression?
mtry = 2 OOB error = 0.05433092
-0.01395919 0.05
Searching right ...
Warning in randomForest.default(x, y, mtry = mtryCur, ntree = ntreeTry, :
The response has five or fewer unique values. Are you sure you want to do
regression?
mtry = 8 OOB error = 0.05401388
-0.008042388 0.05
# Look at results
print(res)
mtry OOBError
2 2 0.05433092
4 4 0.05358294
8 8 0.05401388
# Find the mtry value that minimizes OOB Error
mtry_opt <- res[,"mtry"][which.min(res[,"OOBError"])]
print(mtry_opt)
4
4
# If you just want to return the best RF model (rather than results)
# you can set `doBest = TRUE` in `tuneRF()` to return the best RF model
# instead of a set performance matrix.
# Establish a list of possible values for mtry, nodesize and sampsize
#mtry <- seq(4, ncol(nhanes_train) * 0.8, 2)
#nodesize <- seq(3, 8, 2)
#sampsize <- nrow(nhanes_train) * c(0.7, 0.8)
# Create a data frame containing all combinations
#hyper_grid <- expand.grid(mtry = mtry, nodesize = nodesize, sampsize = sampsize)
# Create an empty vector to store OOB error values
#oob_err <- c()
# Write a loop over the rows of hyper_grid to train the grid of models
#for (i in 1:nrow(hyper_grid)) {
# Train a Random Forest model
# model <- randomForest(formula = DIQ010 ~ .,
# data = nhanes_train,
# mtry = hyper_grid$mtry[i],
# nodesize = hyper_grid$nodesize[i],
# sampsize = hyper_grid$sampsize[i])
# Store OOB error for the model
# oob_err[i] <- model$err.rate[nrow(model$err.rate), "OOB"]
#}
# Identify optimal set of hyperparmeters based on OOB error
#opt_i <- which.min(oob_err)
#print(hyper_grid[opt_i,])
This mtry took too long to run so I commented it out.
#are there any NA values
any(is.na(nhanes))
[1] FALSE
#mean(rf) # returns NA
#mean(rf, na.rm=TRUE) # returns 2
print(rfn.model)
Call:
randomForest(formula = DIQ010 ~ ., data = nhanesshort)
Type of random forest: regression
Number of trees: 500
No. of variables tried at each split: 4
Mean of squared residuals: 0.05378079
% Var explained: 49.62
nhanesshort
# A tibble: 26,193 x 15
DIQ010 LBXGH INDFMPIR RIDAGEYR DR1TCAFF DR1TFIBE DR1TSODI DR1TSUGR
<dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 0 6 4.65 44 13 6.4 1426 146.
2 1 7.1 5 70 260 20.3 3708 112.
3 0 4.7 5 16 71 8.3 1937 137.
4 0 4.7 5 19 0 14.3 3289 92.6
5 0 4.8 0.46 21 10 10.2 2959 77.7
6 0 5 1.06 16 121 9.7 3090 153.
7 0 5 1.22 79 95 30.3 2031 133.
8 1 5.8 3.03 59 249 8.7 2006 166.
9 0 4.3 1.76 27 39 15.2 4155 76.0
10 0 4.6 1.03 44 218 66 3135 242.
# … with 26,183 more rows, and 7 more variables: BMXBMI <dbl>,
# BPXDI1 <dbl>, BPXPLS <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>,
# LBDSTRSI <dbl>, LBXSAPSI <dbl>
#(rfn.model$oob.times)
#round(rfn.model$importance,2)
#(rfn.model$err.rate)
#(rfn.model$confusion)
#(rfn.model$mtry)
#round(rfn.model$predicted,2)
mtry you get 4..Number of variables available for splitting at each tree node. mtry had a strong influence on predictor variable importance estimates.randomForest - For classification models, the default is the square root of the number of predictor variables (rounded down)
predicted:
plot(rfn.model,col="black")
library(ggplot2)
library(rattle)
Rattle: A free graphical interface for data science with R.
Version 5.2.0 Copyright (c) 2006-2018 Togaware Pty Ltd.
Type 'rattle()' to shake, rattle, and roll your data.
Attaching package: 'rattle'
The following object is masked from 'package:ranger':
importance
The following object is masked from 'package:randomForest':
importance
ggVarImp(rfn.model)
Here are some graphs that visually display the data. As you can see LBXGH the glyhemoglobin is the most import variable to predict if a patient has diabestes. Aslo as we use more random forest tress we get a lower error
rf.predss<-predict(rfn.model,nhanes_test)
#table(rf.predss,nhanes_test$LBXGH)
GBM = is simlar to Adaboost model (1-7 explaination ) with a few changes. GBM = Gradient Descent + Boosting Adaboost model 1. Train decision tree where each observation is assigned an equal weight. 2. After evaluateing first tree we increase the weight of the observation that are difficult to classify and lower weights of observation that are easy to classify. 3. Second tree is grown on weighted data. We want to improve the prediction of the first tree. 4. New model is now Tree 1 + Tree 2 5. Then we compute the classification error from this new 2nd tree ensemble model and grow a 3rd tree to predict the revised residuals. 6. Then we will repeat this process for a specified number of iterations. 7. Subsequent trees help in classifying observation that are not well classified by the preceding trees. 8. The prediction for the final GBM ensemble model is a weighted sum of the predictions made by previous tree models.
How Gradient Boosting Machine works: 1. Gradient boosting identifies the " shortcommings“” of weak learners by gradients in the loss function instead of the high weights used in adaboost. 2. Both high-weight data points and gradients tell us how to improve our model. 3. GBM if tuned properly the performance is often better than other tree based algorithms.
library(tidyverse)
# Do not change the code in this chunk!
nhanes <- read_csv('nhanes.csv')
Parsed with column specification:
cols(
.default = col_double(),
RIAGENDR = col_character(),
RIDRETH1 = col_character(),
DR1_300 = col_character(),
DIQ010 = col_character(),
SLQ050 = col_character(),
WHQ030 = col_character()
)
See spec(...) for full column specifications.
nhanes$DIQ010 <- ifelse(nhanes$DIQ010=='Yes', 1,0)
nhanes
# A tibble: 26,193 x 36
INDFMPIR RIAGENDR RIDAGEYR RIDRETH1 DR1_300 DR1_320Z DR1TALCO DR1TCAFF
<dbl> <chr> <dbl> <chr> <chr> <dbl> <dbl> <dbl>
1 4.65 Female 44 Non-His… Much l… 193. 0 13
2 5 Male 70 Non-His… Usual 830. 40.8 260
3 5 Female 16 Non-His… Much l… 118. 0 71
4 5 Male 19 Non-His… Usual 1539. 0 0
5 0.46 Male 21 Other H… Much l… 2577. 36.3 10
6 1.06 Female 16 Non-His… Usual 0 0 121
7 1.22 Male 79 Non-His… Usual 2281. 54.3 95
8 3.03 Female 59 Non-His… Much l… 974 0 249
9 1.76 Female 27 Mexican… Usual 622. 0 39
10 1.03 Female 44 Other R… Usual 1421. 0 218
# … with 26,183 more rows, and 28 more variables: DR1TCARB <dbl>,
# DR1TCHOL <dbl>, DR1TFIBE <dbl>, DR1TKCAL <dbl>, DR1TPROT <dbl>,
# DR1TSFAT <dbl>, DR1TSODI <dbl>, DR1TSUGR <dbl>, DR1TTFAT <dbl>,
# BMXBMI <dbl>, BPXDI1 <dbl>, BPXPLS <dbl>, BPXSY1 <dbl>,
# LBDSBUSI <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>, LBDSGLSI <dbl>,
# LBDSTPSI <dbl>, LBDSTRSI <dbl>, LBDTCSI <dbl>, LBXGH <dbl>,
# LBXSAPSI <dbl>, LBXSBU <dbl>, LBXSNASI <dbl>, LBXSOSSI <dbl>,
# DIQ010 <dbl>, SLQ050 <chr>, WHQ030 <chr>
nhanesshort <- select(nhanes, DIQ010,LBXGH, INDFMPIR,INDFMPIR,RIDAGEYR,DR1TCAFF,DR1TFIBE,
DR1TSODI,DR1TSUGR,BMXBMI,BPXDI1,BPXPLS,LBDSCHSI,LBDSCRSI,LBDSTRSI,LBXGH,LBXSAPSI
)
nhanesshort
# A tibble: 26,193 x 15
DIQ010 LBXGH INDFMPIR RIDAGEYR DR1TCAFF DR1TFIBE DR1TSODI DR1TSUGR
<dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 0 6 4.65 44 13 6.4 1426 146.
2 1 7.1 5 70 260 20.3 3708 112.
3 0 4.7 5 16 71 8.3 1937 137.
4 0 4.7 5 19 0 14.3 3289 92.6
5 0 4.8 0.46 21 10 10.2 2959 77.7
6 0 5 1.06 16 121 9.7 3090 153.
7 0 5 1.22 79 95 30.3 2031 133.
8 1 5.8 3.03 59 249 8.7 2006 166.
9 0 4.3 1.76 27 39 15.2 4155 76.0
10 0 4.6 1.03 44 218 66 3135 242.
# … with 26,183 more rows, and 7 more variables: BMXBMI <dbl>,
# BPXDI1 <dbl>, BPXPLS <dbl>, LBDSCHSI <dbl>, LBDSCRSI <dbl>,
# LBDSTRSI <dbl>, LBXSAPSI <dbl>
# Total number of rows in the credit data frame
n <- nrow(nhanesshort)
# Number of rows for the training set (80% of the dataset)
n_train <- round(0.8 * n)
# Create a vector of indices which is an 80% random sample
set.seed(123)
train_nhanes <- sample(1:n, n_train)
# Subset the credit data frame to training indices only
nhanes_train <- nhanesshort[train_nhanes, ]
# Exclude the training indices to create the test set
nhanes_test <- nhanesshort[-train_nhanes, ]
library(gbm)
Loaded gbm 2.1.4
set.seed(1)
gbm_model <- gbm(formula = DIQ010 ~ .,
distribution = "gaussian",
data = nhanes_train,
# data = credit_train,
n.trees = 1000)
# Print the model object
print(gbm_model)
gbm(formula = DIQ010 ~ ., distribution = "gaussian", data = nhanes_train,
n.trees = 1000)
A gradient boosted model with gaussian loss function.
1000 iterations were performed.
There were 14 predictors of which 14 had non-zero influence.
summary(gbm_model)
var rel.inf
LBXGH LBXGH 83.6812007
RIDAGEYR RIDAGEYR 3.3535990
LBDSCRSI LBDSCRSI 3.2594781
LBDSCHSI LBDSCHSI 2.3468955
BMXBMI BMXBMI 2.1443651
DR1TSUGR DR1TSUGR 1.2933787
BPXDI1 BPXDI1 0.8563016
LBDSTRSI LBDSTRSI 0.7250550
DR1TSODI DR1TSODI 0.6341246
LBXSAPSI LBXSAPSI 0.4927267
DR1TCAFF DR1TCAFF 0.4411391
DR1TFIBE DR1TFIBE 0.2874466
BPXPLS BPXPLS 0.2584364
INDFMPIR INDFMPIR 0.2258530
nhanesgbm<-gbm(DIQ010 ~ . ,data = nhanes_train,distribution = "gaussian",n.trees = 1000,
shrinkage = 0.01, interaction.depth = 4)
nhanesgbm
gbm(formula = DIQ010 ~ ., distribution = "gaussian", data = nhanes_train,
n.trees = 1000, interaction.depth = 4, shrinkage = 0.01)
A gradient boosted model with gaussian loss function.
1000 iterations were performed.
There were 14 predictors of which 14 had non-zero influence.
summary(nhanesgbm) #Summary gives a table of Variable Importance and a plot of Variable Importance
var rel.inf
LBXGH LBXGH 82.7137393
LBDSCHSI LBDSCHSI 5.2878334
RIDAGEYR RIDAGEYR 3.4907106
DR1TSUGR DR1TSUGR 2.3951225
BMXBMI BMXBMI 1.4231197
LBDSCRSI LBDSCRSI 1.3783977
BPXDI1 BPXDI1 0.5759549
DR1TCAFF DR1TCAFF 0.5216368
DR1TSODI DR1TSODI 0.5103817
LBDSTRSI LBDSTRSI 0.4607417
LBXSAPSI LBXSAPSI 0.4549195
INDFMPIR INDFMPIR 0.3322628
DR1TFIBE DR1TFIBE 0.2627811
BPXPLS BPXPLS 0.1923983
pred <- predict(object = gbm_model,
newdata = nhanes_test, n.trees = 1000)
gbm_rmse <- sqrt(mean((pred - nhanes_test$DIQ010) ^ 2))
gbm_rmse
[1] 0.2364671
#set.seed(4933)
#nhanescontrol <- round(method = 'cv', number = 5, summaryFunction=defaultSummary)
#train_grid <- expand.grid( n.trees = seq(50,1000,50), interaction.depth = c(30), shrinkage = c(0.1), n.minobsinnode = 10)
#gbm_model3 <- train(DIQ010 ~ ., data=nhanesshort, method = 'gbm', trControl=train_control,tuneGrid=train_grid,metric='RMSE',maximize=FALSE)
# Train a 10000-tree GBM model
set.seed(1)
credit_model <- gbm(formula = DIQ010 ~.,
distribution = "bernoulli",
data = nhanes_train,
n.trees = 100)
# Print the model object
print(credit_model)
gbm(formula = DIQ010 ~ ., distribution = "bernoulli", data = nhanes_train,
n.trees = 100)
A gradient boosted model with bernoulli loss function.
100 iterations were performed.
There were 14 predictors of which 7 had non-zero influence.
# summary() prints variable importance
summary(credit_model)
var rel.inf
LBXGH LBXGH 92.79777697
RIDAGEYR RIDAGEYR 3.28117841
LBDSCHSI LBDSCHSI 1.19726185
LBDSCRSI LBDSCRSI 1.07420319
DR1TSUGR DR1TSUGR 0.82691541
BMXBMI BMXBMI 0.78842423
LBXSAPSI LBXSAPSI 0.03423993
INDFMPIR INDFMPIR 0.00000000
DR1TCAFF DR1TCAFF 0.00000000
DR1TFIBE DR1TFIBE 0.00000000
DR1TSODI DR1TSODI 0.00000000
BPXDI1 BPXDI1 0.00000000
BPXPLS BPXPLS 0.00000000
LBDSTRSI LBDSTRSI 0.00000000
library(gbm)
cor(nhanesshort$DIQ010,nhanesshort$BPXPLS)#negetive correlation coeff-r
[1] 0.0338967
cor(nhanesshort$DIQ010,nhanesshort$LBXGH)#positive correlation coeff-r
[1] 0.5808716
Here you can see that BPXPLS variable has a negative correlation with 3% correlation with with having Diabetes. While LBXGH the value of glycohemoglobin % has a positive correlation with 58% correlation with having Diabetes
#Plot of Response variable with lstat variable
plot(gbm_model,i="BPXPLS")
#Inverse relation with lstat variable
plot(gbm_model,i="LBXGH")
#as the average number of rooms increases the the price increases
AT LBXGH 6.5% above we get a positive correlation to Diabetes. At BPXPLS around 45 we get a negative correlation to Diabetes.
n.trees = seq(from=10 ,to=10000, by=100) #no of trees-a vector of 100 values
#Generating a Prediction matrix for each Tree
predmatrix<-predict(gbm_model,nhanes_train,n.trees = n.trees)
Warning in predict.gbm(gbm_model, nhanes_train, n.trees = n.trees): Number
of trees not specified or exceeded number fit so far. Using 10 110 210 310
410 510 610 710 810 910 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000
1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000
1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000
1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000
1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000
1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000
1000 1000 1000 1000 1000.
dim(predmatrix) #dimentions of the Prediction Matrix
[1] 20954 100
#Calculating The Mean squared Test Error
test.error<-with(nhanes,apply( (predmatrix-DIQ010)^2,2,mean))
Warning in predmatrix - DIQ010: longer object length is not a multiple of
shorter object length
head(test.error) #contains the Mean squared test error for each of the 100 trees averaged
10 110 210 310 410 510
0.1212259 0.1556358 0.1592422 0.1580783 0.1647385 0.1545224
#Calculating The Mean squared Test Error
test.error<-with(nhanes,apply( (predmatrix-DIQ010)^2,2,mean))
Warning in predmatrix - DIQ010: longer object length is not a multiple of
shorter object length
head(test.error) #contains the Mean squared test error for each of the 100 trees averaged
10 110 210 310 410 510
0.1212259 0.1556358 0.1592422 0.1580783 0.1647385 0.1545224
#Plotting the test error vs number of trees
plot(n.trees , test.error , pch=19,col="blue",xlab="Number of Trees",ylab="Test Error", main = "Perfomance of Boosting on Test Set")
#adding the RandomForests Minimum Error line trained on same data and similar parameters
abline(h = min(test.error),col="red") #test.err is the test error of a Random forest fitted on same data
legend("topright",c("Minimum Test error Line for Random Forests"),col="red",lty=1,lwd=1)
# Since we converted the training response col, let's also convert the test response col
#credit_test$default <- ifelse(credit_test$default == "yes", 1, 0)
# Generate predictions on the test set
preds1 <- predict(object = gbm_model,
newdata = nhanes_test,
n.trees = 1000)
# Generate predictions on the test set (scale to response)
preds2 <- predict(object = gbm_model,
newdata = nhanes_test,
n.trees = 1000,
type = "response")
# Compare the range of the two sets of predictions
range(preds1)
[1] -0.1516679 1.2117125
range(preds2)
[1] -0.1516679 1.2117125
library(pROC)
Type 'citation("pROC")' for a citation.
Attaching package: 'pROC'
The following objects are masked from 'package:stats':
cov, smooth, var
#Generate the test set AUCs using the two sets of preditions & compare
#auc(actual = nhanes_test$DIQ010, predicted = preds1, auc=TRUE) #default
#auc(actual = nhanes_test$DIQ010, predicted = preds2, auc=TRUE) #rescaled
# Optimal ntree estimate based on OOB
ntree_opt_oob <- gbm.perf(object = gbm_model,
method = "OOB",
oobag.curve = TRUE)
OOB generally underestimates the optimal number of iterations although predictive performance is reasonably competitive. Using cv_folds>1 when calling gbm usually results in improved predictive performance.
# Train a CV GBM model
set.seed(1)
nhanes_model_cv <- gbm(formula = DIQ010 ~ .,
distribution = "bernoulli",
data = nhanes_train,
n.trees = 10000,
cv.folds = 2)
# Optimal ntree estimate based on CV
ntree_opt_cv <- gbm.perf(object = nhanes_model_cv,
method = "cv")
# Compare the estimates
print(paste0("Optimal n.trees (OOB Estimate): ", ntree_opt_oob))
[1] "Optimal n.trees (OOB Estimate): 114"
print(paste0("Optimal n.trees (CV Estimate): ", ntree_opt_cv))
[1] "Optimal n.trees (CV Estimate): 334"
gbm.perf() is a function to estimate the optimal number of boosting iterations. (trees to use for gradient boostin model. GBM) 1.Hyperparameter tuining to check for overfitting. Looking at Grid search on subset of the model. 2. Tune number of tuning early stopping. 3. Early stopping is when you stop the training proccess in an iterative algorithm by means of evaluating the model performance on the holdoutset. 4. In this example you we can use it in the gbm out of bag sample, separte validation set or by using cross-validation. It’s best to stop training an iterative model after validation error has decreased and stabilize before the validation error starts to increase dure to overfitting(causeing bias of the model) 5. OOB = computes the out of bag estimate 6. CV = extract the optimial number of iterations using cross validation. 7. The graph shows around 100 iterations is optimal. 8.
# Generate predictions on the test set using ntree_opt_oob number of trees
preds1 <- predict(object = gbm_model,
newdata = nhanes_test,
n.trees = ntree_opt_oob)
# Generate predictions on the test set using ntree_opt_cv number of trees
preds2 <- predict(object = gbm_model,
newdata = nhanes_test,
n.trees = ntree_opt_cv)
head(preds1)
[1] 0.031571145 0.017205500 0.091589966 -0.010826062 -0.000960848
[6] 0.107671436
head(preds2)
[1] 0.03076988 0.01702138 0.12900557 -0.01813379 -0.01912493 0.12898503
# Generate the test set AUCs using the two sets of preditions & compare
#auc1 <- auc(actual = nhanes_test$DIQ010, predicted = preds1) #OOB
#auc2 <- auc(actual = nhanes_test$DIQ010, predicted = preds2) #CV
# Compare the estimates
print(paste0("Optimal n.trees (OOB Estimate): ", ntree_opt_oob))
[1] "Optimal n.trees (OOB Estimate): 114"
print(paste0("Optimal n.trees (CV Estimate): ", ntree_opt_cv))
[1] "Optimal n.trees (CV Estimate): 334"
# Compare AUC
#print(paste0("Test set AUC (OOB): ", auc1))
#print(paste0("Test set AUC (CV): ", auc2))
# Generate the test set AUCs using the two sets of predictions & compare
#actual <- nhanes_test$DIQ010
#head(actual)
#dt_auc <- auc(actual = actual, predicted = dt_preds)
#bag_auc <- auc(actual = actual, predicted = bag_preds)
#rf_auc <- auc(actual = actual, predicted = rf_preds)
#gbm_auc <- auc(actual = actual, predicted = gbm_preds)
# Print results
#sprintf("Bagged Trees Test AUC: %.3f", bag_auc)
#sprintf("Random Forest Test AUC: %.3f", rf_auc)
#sprintf("GBM Test AUC: %.3f", gbm_auc)
# List of predictions
#preds_list <- list(dt_preds, bag_preds, rf_preds, gbm_preds)
# List of actual values (same for all)
#m <- length(preds_list)
#actuals_list <- rep(list(credit_test$default), m)
# Plot the ROC curves
##rocs <- performance(pred, "tpr", "fpr")
#plot(rocs, col = as.list(1:m), main = "Test Set ROC Curves")
#legend(x = "bottomright",
# legend = c("Decision Tree", "Bagged Trees", "Random Forest", "GBM"),
# fill = 1:m)